{"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"vscode":{"interpreter":{"hash":"0987726327b6c9b2f5f936e5ed66944479e247a882213e2c65b0f41fe619a749"}},"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":90316,"databundleVersionId":10477888,"sourceType":"competition"}],"dockerImageVersionId":30823,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np\nimport cv2 as cv\nimport csv\nimport matplotlib.pyplot as plt","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:19.200241Z","iopub.execute_input":"2025-01-02T18:37:19.200537Z","iopub.status.idle":"2025-01-02T18:37:19.204563Z","shell.execute_reply.started":"2025-01-02T18:37:19.200504Z","shell.execute_reply":"2025-01-02T18:37:19.203699Z"}},"outputs":[],"execution_count":2},{"cell_type":"markdown","source":"### Decoding RLEs into masks for training","metadata":{},"attachments":{}},{"cell_type":"code","source":"import numpy as np\nimport csv\n\ndef decode_rle_to_mask(rle, height, width, viz=False):\n    '''\n    rle : run-length encoding string formatted as \"start count start count ...\"\n    height : height of the mask\n    width : width of the mask\n    returns binary mask\n    '''\n    if not rle or rle.strip() == '':\n        print(f\"Skipping empty RLE: {rle}\")\n        return np.zeros((height, width, 3), dtype=np.float32)\n\n    try:\n        rle = np.array(rle.split(), dtype=int).reshape(-1, 2)\n    except ValueError:\n        print(f\"Invalid RLE format: {rle}\")\n        return np.zeros((height, width, 3), dtype=np.float32)\n\n    mask = np.zeros((height * width, 3), dtype=np.float32)\n    color = np.random.rand(3) if viz else [1, 1, 1]\n\n    for start, count in rle:\n        mask[start:start + count, :] = color\n\n    return mask.reshape(height, width, 3)\n\n# Open train file\nwith open('/kaggle/input/ai-dl-multiclass-segmentation/train.csv', 'r', encoding='utf-8') as train:\n    reader = csv.reader(train)\n    # Skip headers row\n    next(reader)\n\n    # Pull the masks for the first image\n    row = next(iter(reader))\n    print(row[0])\n    mask1 = decode_rle_to_mask(row[4], int(row[1]), int(row[2]))\n\n    row = next(iter(reader))\n    mask2 = decode_rle_to_mask(row[4], int(row[1]), int(row[2]))\n\n    row = next(iter(reader))\n    mask3 = decode_rle_to_mask(row[4], int(row[1]), int(row[2]))\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:20.755567Z","iopub.execute_input":"2025-01-02T18:37:20.755897Z","iopub.status.idle":"2025-01-02T18:37:20.769079Z","shell.execute_reply.started":"2025-01-02T18:37:20.755871Z","shell.execute_reply":"2025-01-02T18:37:20.768272Z"}},"outputs":[{"name":"stdout","text":"2008_006280\n","output_type":"stream"}],"execution_count":3},{"cell_type":"code","source":"# Head mask\nplt.imshow(mask1)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:21.154303Z","iopub.execute_input":"2025-01-02T18:37:21.154661Z","iopub.status.idle":"2025-01-02T18:37:21.46403Z","shell.execute_reply.started":"2025-01-02T18:37:21.154595Z","shell.execute_reply":"2025-01-02T18:37:21.463138Z"}},"outputs":[{"execution_count":4,"output_type":"execute_result","data":{"text/plain":"<matplotlib.image.AxesImage at 0x7f693ffc9f00>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 1 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\n"},"metadata":{}}],"execution_count":4},{"cell_type":"code","source":"# Body mask\nplt.imshow(mask2)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:21.465265Z","iopub.execute_input":"2025-01-02T18:37:21.465599Z","iopub.status.idle":"2025-01-02T18:37:21.687762Z","shell.execute_reply.started":"2025-01-02T18:37:21.465568Z","shell.execute_reply":"2025-01-02T18:37:21.686903Z"}},"outputs":[{"execution_count":5,"output_type":"execute_result","data":{"text/plain":"<matplotlib.image.AxesImage at 0x7f693f5db9d0>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 1 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\n"},"metadata":{}}],"execution_count":5},{"cell_type":"code","source":"# Legs mask\nplt.imshow(mask3)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:21.837847Z","iopub.execute_input":"2025-01-02T18:37:21.83816Z","iopub.status.idle":"2025-01-02T18:37:22.134495Z","shell.execute_reply.started":"2025-01-02T18:37:21.838134Z","shell.execute_reply":"2025-01-02T18:37:22.13346Z"}},"outputs":[{"execution_count":6,"output_type":"execute_result","data":{"text/plain":"<matplotlib.image.AxesImage at 0x7f693f191840>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 1 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":6},{"cell_type":"code","source":"# combine masks for training\nmixed_mask = mask1*1+mask2*2+mask3*3 #+mask4*4\n\n# This is an image multi-segmentation task. The classes are:\n    # 1: Head\n    # 2: Body\n    # 3: Legs\n    # 4: Tail\n# As seen below (notice this image does not include a tail in the image so no class 4)\nprint(np.unique(mixed_mask))\n\n## For visualization purposes only, we can see the different segments colorcoded in the mixed mask by dividing my the sum of the class values (normalization)\n## However, for submission, you should split the mask into 4 binary masks and RLE encode them individually as shown below.\n\nplt.imshow(mixed_mask/6) # normalized just to show different segmentations (divide by sum of values)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:22.143349Z","iopub.execute_input":"2025-01-02T18:37:22.143582Z","iopub.status.idle":"2025-01-02T18:37:22.447013Z","shell.execute_reply.started":"2025-01-02T18:37:22.143561Z","shell.execute_reply":"2025-01-02T18:37:22.44608Z"}},"outputs":[{"name":"stdout","text":"[0. 1. 2. 3.]\n","output_type":"stream"},{"execution_count":7,"output_type":"execute_result","data":{"text/plain":"<matplotlib.image.AxesImage at 0x7f693f1fef80>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 1 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":7},{"cell_type":"markdown","source":"### Training Pipeline","metadata":{},"attachments":{}},{"cell_type":"code","source":"!pip install tensorflow opencv-python matplotlib numpy\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:37:24.634844Z","iopub.execute_input":"2025-01-02T18:37:24.635155Z","iopub.status.idle":"2025-01-02T18:37:27.912807Z","shell.execute_reply.started":"2025-01-02T18:37:24.635132Z","shell.execute_reply":"2025-01-02T18:37:27.91193Z"},"collapsed":true,"jupyter":{"outputs_hidden":true}},"outputs":[{"name":"stdout","text":"Requirement already satisfied: tensorflow in /usr/local/lib/python3.10/dist-packages (2.17.0)\nRequirement already satisfied: opencv-python in /usr/local/lib/python3.10/dist-packages (4.10.0.84)\nRequirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.7.1)\nRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (1.26.4)\nRequirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (1.4.0)\nRequirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (1.6.3)\nRequirement already satisfied: flatbuffers>=24.3.25 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (24.3.25)\nRequirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (0.6.0)\nRequirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (0.2.0)\nRequirement already satisfied: h5py>=3.10.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (3.11.0)\nRequirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (18.1.1)\nRequirement already satisfied: ml-dtypes<0.5.0,>=0.3.1 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (0.4.1)\nRequirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (3.3.0)\nRequirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from tensorflow) (24.1)\nRequirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (3.20.3)\nRequirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (2.32.3)\nRequirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from tensorflow) (71.0.4)\nRequirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (1.16.0)\nRequirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (2.4.0)\nRequirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (4.12.2)\nRequirement already satisfied: wrapt>=1.11.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (1.16.0)\nRequirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (1.64.1)\nRequirement already satisfied: tensorboard<2.18,>=2.17 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (2.17.0)\nRequirement already satisfied: keras>=3.2.0 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (3.4.1)\nRequirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.10/dist-packages (from tensorflow) (0.37.1)\nRequirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.3.0)\nRequirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.12.1)\nRequirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.53.1)\nRequirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.7)\nRequirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (10.4.0)\nRequirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.1.4)\nRequirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (2.8.2)\nRequirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.10/dist-packages (from astunparse>=1.6.0->tensorflow) (0.44.0)\nRequirement already satisfied: rich in /usr/local/lib/python3.10/dist-packages (from keras>=3.2.0->tensorflow) (13.8.1)\nRequirement already satisfied: namex in /usr/local/lib/python3.10/dist-packages (from keras>=3.2.0->tensorflow) (0.0.8)\nRequirement already satisfied: optree in /usr/local/lib/python3.10/dist-packages (from keras>=3.2.0->tensorflow) (0.12.1)\nRequirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests<3,>=2.21.0->tensorflow) (3.3.2)\nRequirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests<3,>=2.21.0->tensorflow) (3.10)\nRequirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests<3,>=2.21.0->tensorflow) (2.2.3)\nRequirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests<3,>=2.21.0->tensorflow) (2024.8.30)\nRequirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.10/dist-packages (from tensorboard<2.18,>=2.17->tensorflow) (3.7)\nRequirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.10/dist-packages (from tensorboard<2.18,>=2.17->tensorflow) (0.7.2)\nRequirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from tensorboard<2.18,>=2.17->tensorflow) (3.0.4)\nRequirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.10/dist-packages (from werkzeug>=1.0.1->tensorboard<2.18,>=2.17->tensorflow) (2.1.5)\nRequirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.10/dist-packages (from rich->keras>=3.2.0->tensorflow) (3.0.0)\nRequirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.10/dist-packages (from rich->keras>=3.2.0->tensorflow) (2.18.0)\nRequirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.10/dist-packages (from markdown-it-py>=2.2.0->rich->keras>=3.2.0->tensorflow) (0.1.2)\n","output_type":"stream"}],"execution_count":8},{"cell_type":"code","source":"from tensorflow.keras import layers, models\nimport tensorflow as tf\n\ndef unet(input_size=(256, 256, 3), num_classes=4):\n    inputs = layers.Input(input_size)\n    # Encoder\n    c1 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(inputs)\n    c1 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(c1)\n    p1 = layers.MaxPooling2D((2, 2))(c1)\n    \n    # Decoder\n    u1 = layers.Conv2DTranspose(64, (2, 2), strides=(2, 2), padding='same')(p1)\n    u1 = layers.concatenate([u1, c1], axis=-1)\n    c2 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(u1)\n    c2 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(c2)\n    \n    outputs = layers.Conv2D(num_classes, (1, 1), activation='softmax')(c2)\n    \n    model = models.Model(inputs, outputs)\n    return model\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:38:22.128185Z","iopub.execute_input":"2025-01-02T18:38:22.128763Z","iopub.status.idle":"2025-01-02T18:38:22.135094Z","shell.execute_reply.started":"2025-01-02T18:38:22.128737Z","shell.execute_reply":"2025-01-02T18:38:22.134234Z"}},"outputs":[],"execution_count":12},{"cell_type":"code","source":"import os\nimport numpy as np\nfrom PIL import Image\nimport cv2\n\n# Define paths\nimages_path = \"/kaggle/input/ai-dl-multiclass-segmentation/TrainImages\"\nmasks_path = \"/kaggle/working/GeneratedMasks\"  # Save generated masks here\n\n# Create masks directory if it doesn't exist\nos.makedirs(masks_path, exist_ok=True)\n\ndef generate_mask(image_path, mask_path):\n    # Load the image\n    image = cv2.imread(image_path)\n    gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n    \n    # Generate multi-class mask based on intensity ranges\n    multi_class_mask = np.zeros_like(gray)\n    multi_class_mask[gray < 85] = 0  # Class 0\n    multi_class_mask[(gray >= 85) & (gray < 170)] = 1  # Class 1\n    multi_class_mask[gray >= 170] = 2  # Class 2\n    \n    # Save the mask\n    mask = Image.fromarray(multi_class_mask)\n    mask.save(mask_path)\n\n# Generate masks for all images\nfor image_file in os.listdir(images_path):\n    image_path = os.path.join(images_path, image_file)\n    mask_path = os.path.join(masks_path, f\"{os.path.splitext(image_file)[0]}_mask.png\")\n    \n    generate_mask(image_path, mask_path)\n\nprint(f\"Masks saved in {masks_path}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:38:22.136771Z","iopub.execute_input":"2025-01-02T18:38:22.136976Z","iopub.status.idle":"2025-01-02T18:38:51.112161Z","shell.execute_reply.started":"2025-01-02T18:38:22.136957Z","shell.execute_reply":"2025-01-02T18:38:51.111259Z"}},"outputs":[{"name":"stdout","text":"Masks saved in /kaggle/working/GeneratedMasks\n","output_type":"stream"}],"execution_count":13},{"cell_type":"code","source":"import os\nimport numpy as np\nfrom tensorflow.keras.preprocessing.image import load_img, img_to_array\nfrom sklearn.model_selection import train_test_split\nfrom tensorflow.keras.utils import to_categorical\n\n# Define dataset paths\nimages_path = \"/kaggle/input/ai-dl-multiclass-segmentation/TrainImages\"\nmasks_path = \"/kaggle/working/GeneratedMasks\"\n\n# Helper function to load and preprocess images and masks\ndef load_data(images_path, masks_path, target_size=(256, 256), num_classes=3):\n    image_files = sorted(os.listdir(images_path))\n    mask_files = sorted(os.listdir(masks_path))\n\n    images = []\n    masks = []\n\n    for img_file, mask_file in zip(image_files, mask_files):\n        img = load_img(os.path.join(images_path, img_file), target_size=target_size)\n        img = img_to_array(img) / 255.0  # Normalize the image\n\n        mask = load_img(os.path.join(masks_path, mask_file), target_size=target_size, color_mode='grayscale')\n        mask = img_to_array(mask).astype(np.uint8)  # Convert mask to integer type\n        mask = to_categorical(mask, num_classes=num_classes)  # One-hot encode the mask\n\n        images.append(img)\n        masks.append(mask)\n\n    images = np.array(images)\n    masks = np.array(masks)\n    return images, masks\n\n# Load the dataset\nimages, masks = load_data(images_path, masks_path, target_size=(256, 256), num_classes=3)\n\n# Split the data into training and validation sets (80/20 split)\nX_train, X_val, y_train, y_val = train_test_split(images, masks, test_size=0.2, random_state=42)\n\nprint(f\"Training data shape: {X_train.shape}\")\nprint(f\"Training masks shape: {y_train.shape}\")\nprint(f\"Validation data shape: {X_val.shape}\")\nprint(f\"Validation masks shape: {y_val.shape}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:38:51.113287Z","iopub.execute_input":"2025-01-02T18:38:51.113649Z","iopub.status.idle":"2025-01-02T18:39:08.477931Z","shell.execute_reply.started":"2025-01-02T18:38:51.113588Z","shell.execute_reply":"2025-01-02T18:39:08.477122Z"}},"outputs":[{"name":"stdout","text":"Training data shape: (1737, 256, 256, 3)\nTraining masks shape: (1737, 256, 256, 3)\nValidation data shape: (435, 256, 256, 3)\nValidation masks shape: (435, 256, 256, 3)\n","output_type":"stream"}],"execution_count":14},{"cell_type":"code","source":"import tensorflow as tf\nfrom tensorflow.keras import layers, models\n\n# U-Net model architecture\ndef unet_model(input_size=(256, 256, 3), num_classes=3):\n    inputs = layers.Input(input_size)\n    \n    # Encoder\n    c1 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(inputs)\n    c1 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(c1)\n    p1 = layers.MaxPooling2D((2, 2))(c1)\n    \n    c2 = layers.Conv2D(128, (3, 3), activation='relu', padding='same')(p1)\n    c2 = layers.Conv2D(128, (3, 3), activation='relu', padding='same')(c2)\n    p2 = layers.MaxPooling2D((2, 2))(c2)\n    \n    c3 = layers.Conv2D(256, (3, 3), activation='relu', padding='same')(p2)\n    c3 = layers.Conv2D(256, (3, 3), activation='relu', padding='same')(c3)\n    p3 = layers.MaxPooling2D((2, 2))(c3)\n    \n    c4 = layers.Conv2D(512, (3, 3), activation='relu', padding='same')(p3)\n    c4 = layers.Conv2D(512, (3, 3), activation='relu', padding='same')(c4)\n    p4 = layers.MaxPooling2D((2, 2))(c4)\n    \n    c5 = layers.Conv2D(1024, (3, 3), activation='relu', padding='same')(p4)\n    c5 = layers.Conv2D(1024, (3, 3), activation='relu', padding='same')(c5)\n    \n    # Decoder\n    u6 = layers.UpSampling2D((2, 2))(c5)\n    u6 = layers.concatenate([u6, c4], axis=-1)\n    c6 = layers.Conv2D(512, (3, 3), activation='relu', padding='same')(u6)\n    c6 = layers.Conv2D(512, (3, 3), activation='relu', padding='same')(c6)\n    \n    u7 = layers.UpSampling2D((2, 2))(c6)\n    u7 = layers.concatenate([u7, c3], axis=-1)\n    c7 = layers.Conv2D(256, (3, 3), activation='relu', padding='same')(u7)\n    c7 = layers.Conv2D(256, (3, 3), activation='relu', padding='same')(c7)\n    \n    u8 = layers.UpSampling2D((2, 2))(c7)\n    u8 = layers.concatenate([u8, c2], axis=-1)\n    c8 = layers.Conv2D(128, (3, 3), activation='relu', padding='same')(u8)\n    c8 = layers.Conv2D(128, (3, 3), activation='relu', padding='same')(c8)\n    \n    u9 = layers.UpSampling2D((2, 2))(c8)\n    u9 = layers.concatenate([u9, c1], axis=-1)\n    c9 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(u9)\n    c9 = layers.Conv2D(64, (3, 3), activation='relu', padding='same')(c9)\n    \n    outputs = layers.Conv2D(num_classes, (1, 1), activation='softmax')(c9)  # Multi-class output\n\n    model = models.Model(inputs=[inputs], outputs=[outputs])\n    return model\n\n# Build and compile the model\nmodel = unet_model(input_size=(256, 256, 3), num_classes=3)\nmodel.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])\n\nmodel.summary()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:39:08.478676Z","iopub.execute_input":"2025-01-02T18:39:08.478899Z","iopub.status.idle":"2025-01-02T18:39:08.934816Z","shell.execute_reply.started":"2025-01-02T18:39:08.478879Z","shell.execute_reply":"2025-01-02T18:39:08.933702Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"\u001b[1mModel: \"functional\"\u001b[0m\n","text/html":"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">Model: \"functional\"</span>\n</pre>\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"┏━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓\n┃\u001b[1m \u001b[0m\u001b[1mLayer (type)             \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape          \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m       Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to          \u001b[0m\u001b[1m \u001b[0m┃\n┡━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩\n│ input_layer (\u001b[38;5;33mInputLayer\u001b[0m)  │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m3\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ -                      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d (\u001b[38;5;33mConv2D\u001b[0m)           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m64\u001b[0m)   │          \u001b[38;5;34m1,792\u001b[0m │ input_layer[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_1 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m64\u001b[0m)   │         \u001b[38;5;34m36,928\u001b[0m │ conv2d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]           │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d             │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m64\u001b[0m)   │              \u001b[38;5;34m0\u001b[0m │ conv2d_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n│ (\u001b[38;5;33mMaxPooling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_2 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m)  │         \u001b[38;5;34m73,856\u001b[0m │ max_pooling2d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_3 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m)  │        \u001b[38;5;34m147,584\u001b[0m │ conv2d_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_1           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m128\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ conv2d_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n│ (\u001b[38;5;33mMaxPooling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_4 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m256\u001b[0m)    │        \u001b[38;5;34m295,168\u001b[0m │ max_pooling2d_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_5 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m256\u001b[0m)    │        \u001b[38;5;34m590,080\u001b[0m │ conv2d_4[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_2           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m256\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ conv2d_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n│ (\u001b[38;5;33mMaxPooling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_6 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │      \u001b[38;5;34m1,180,160\u001b[0m │ max_pooling2d_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_7 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │      \u001b[38;5;34m2,359,808\u001b[0m │ conv2d_6[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_3           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ conv2d_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n│ (\u001b[38;5;33mMaxPooling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_8 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m1024\u001b[0m)   │      \u001b[38;5;34m4,719,616\u001b[0m │ max_pooling2d_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_9 (\u001b[38;5;33mConv2D\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m16\u001b[0m, \u001b[38;5;34m1024\u001b[0m)   │      \u001b[38;5;34m9,438,208\u001b[0m │ conv2d_8[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d             │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m1024\u001b[0m)   │              \u001b[38;5;34m0\u001b[0m │ conv2d_9[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n│ (\u001b[38;5;33mUpSampling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate (\u001b[38;5;33mConcatenate\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m1536\u001b[0m)   │              \u001b[38;5;34m0\u001b[0m │ up_sampling2d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],   │\n│                           │                        │                │ conv2d_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_10 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │      \u001b[38;5;34m7,078,400\u001b[0m │ concatenate[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_11 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m32\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │      \u001b[38;5;34m2,359,808\u001b[0m │ conv2d_10[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_1           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m512\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ conv2d_11[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n│ (\u001b[38;5;33mUpSampling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_1             │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m768\u001b[0m)    │              \u001b[38;5;34m0\u001b[0m │ up_sampling2d_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n│ (\u001b[38;5;33mConcatenate\u001b[0m)             │                        │                │ conv2d_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_12 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m256\u001b[0m)    │      \u001b[38;5;34m1,769,728\u001b[0m │ concatenate_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_13 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m64\u001b[0m, \u001b[38;5;34m256\u001b[0m)    │        \u001b[38;5;34m590,080\u001b[0m │ conv2d_12[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_2           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m256\u001b[0m)  │              \u001b[38;5;34m0\u001b[0m │ conv2d_13[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n│ (\u001b[38;5;33mUpSampling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_2             │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m384\u001b[0m)  │              \u001b[38;5;34m0\u001b[0m │ up_sampling2d_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n│ (\u001b[38;5;33mConcatenate\u001b[0m)             │                        │                │ conv2d_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_14 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m)  │        \u001b[38;5;34m442,496\u001b[0m │ concatenate_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_15 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m, \u001b[38;5;34m128\u001b[0m)  │        \u001b[38;5;34m147,584\u001b[0m │ conv2d_14[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_3           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m128\u001b[0m)  │              \u001b[38;5;34m0\u001b[0m │ conv2d_15[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n│ (\u001b[38;5;33mUpSampling2D\u001b[0m)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_3             │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m192\u001b[0m)  │              \u001b[38;5;34m0\u001b[0m │ up_sampling2d_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n│ (\u001b[38;5;33mConcatenate\u001b[0m)             │                        │                │ conv2d_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_16 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m64\u001b[0m)   │        \u001b[38;5;34m110,656\u001b[0m │ concatenate_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_17 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m64\u001b[0m)   │         \u001b[38;5;34m36,928\u001b[0m │ conv2d_16[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_18 (\u001b[38;5;33mConv2D\u001b[0m)        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m256\u001b[0m, \u001b[38;5;34m3\u001b[0m)    │            \u001b[38;5;34m195\u001b[0m │ conv2d_17[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]        │\n└───────────────────────────┴────────────────────────┴────────────────┴────────────────────────┘\n","text/html":"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┏━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓\n┃<span style=\"font-weight: bold\"> Layer (type)              </span>┃<span style=\"font-weight: bold\"> Output Shape           </span>┃<span style=\"font-weight: bold\">        Param # </span>┃<span style=\"font-weight: bold\"> Connected to           </span>┃\n┡━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩\n│ input_layer (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">InputLayer</span>)  │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">3</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ -                      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>)   │          <span style=\"color: #00af00; text-decoration-color: #00af00\">1,792</span> │ input_layer[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_1 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>)   │         <span style=\"color: #00af00; text-decoration-color: #00af00\">36,928</span> │ conv2d[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]           │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d             │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>)   │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_1[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">MaxPooling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_2 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)  │         <span style=\"color: #00af00; text-decoration-color: #00af00\">73,856</span> │ max_pooling2d[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_3 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)  │        <span style=\"color: #00af00; text-decoration-color: #00af00\">147,584</span> │ conv2d_2[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_1           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_3[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">MaxPooling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_4 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)    │        <span style=\"color: #00af00; text-decoration-color: #00af00\">295,168</span> │ max_pooling2d_1[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_5 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)    │        <span style=\"color: #00af00; text-decoration-color: #00af00\">590,080</span> │ conv2d_4[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_2           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_5[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">MaxPooling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_6 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │      <span style=\"color: #00af00; text-decoration-color: #00af00\">1,180,160</span> │ max_pooling2d_2[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_7 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │      <span style=\"color: #00af00; text-decoration-color: #00af00\">2,359,808</span> │ conv2d_6[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ max_pooling2d_3           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_7[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">MaxPooling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_8 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">1024</span>)   │      <span style=\"color: #00af00; text-decoration-color: #00af00\">4,719,616</span> │ max_pooling2d_3[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]  │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_9 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)         │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">16</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">1024</span>)   │      <span style=\"color: #00af00; text-decoration-color: #00af00\">9,438,208</span> │ conv2d_8[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d             │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">1024</span>)   │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_9[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">UpSampling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Concatenate</span>) │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">1536</span>)   │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ up_sampling2d[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>],   │\n│                           │                        │                │ conv2d_7[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_10 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │      <span style=\"color: #00af00; text-decoration-color: #00af00\">7,078,400</span> │ concatenate[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]      │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_11 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">32</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │      <span style=\"color: #00af00; text-decoration-color: #00af00\">2,359,808</span> │ conv2d_10[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_1           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">512</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_11[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">UpSampling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_1             │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">768</span>)    │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ up_sampling2d_1[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>], │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Concatenate</span>)             │                        │                │ conv2d_5[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_12 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)    │      <span style=\"color: #00af00; text-decoration-color: #00af00\">1,769,728</span> │ concatenate_1[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_13 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)    │        <span style=\"color: #00af00; text-decoration-color: #00af00\">590,080</span> │ conv2d_12[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_2           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>)  │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_13[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">UpSampling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_2             │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">384</span>)  │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ up_sampling2d_2[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>], │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Concatenate</span>)             │                        │                │ conv2d_3[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_14 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)  │        <span style=\"color: #00af00; text-decoration-color: #00af00\">442,496</span> │ concatenate_2[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_15 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)  │        <span style=\"color: #00af00; text-decoration-color: #00af00\">147,584</span> │ conv2d_14[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ up_sampling2d_3           │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">128</span>)  │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ conv2d_15[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">UpSampling2D</span>)            │                        │                │                        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ concatenate_3             │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">192</span>)  │              <span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> │ up_sampling2d_3[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>], │\n│ (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Concatenate</span>)             │                        │                │ conv2d_1[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]         │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_16 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>)   │        <span style=\"color: #00af00; text-decoration-color: #00af00\">110,656</span> │ concatenate_3[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]    │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_17 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">64</span>)   │         <span style=\"color: #00af00; text-decoration-color: #00af00\">36,928</span> │ conv2d_16[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n├───────────────────────────┼────────────────────────┼────────────────┼────────────────────────┤\n│ conv2d_18 (<span style=\"color: #0087ff; text-decoration-color: #0087ff\">Conv2D</span>)        │ (<span style=\"color: #00d7ff; text-decoration-color: #00d7ff\">None</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">256</span>, <span style=\"color: #00af00; text-decoration-color: #00af00\">3</span>)    │            <span style=\"color: #00af00; text-decoration-color: #00af00\">195</span> │ conv2d_17[<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>][<span style=\"color: #00af00; text-decoration-color: #00af00\">0</span>]        │\n└───────────────────────────┴────────────────────────┴────────────────┴────────────────────────┘\n</pre>\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"\u001b[1m Total params: \u001b[0m\u001b[38;5;34m31,379,075\u001b[0m (119.70 MB)\n","text/html":"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\"> Total params: </span><span style=\"color: #00af00; text-decoration-color: #00af00\">31,379,075</span> (119.70 MB)\n</pre>\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m31,379,075\u001b[0m (119.70 MB)\n","text/html":"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\"> Trainable params: </span><span style=\"color: #00af00; text-decoration-color: #00af00\">31,379,075</span> (119.70 MB)\n</pre>\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n","text/html":"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\"> Non-trainable params: </span><span style=\"color: #00af00; text-decoration-color: #00af00\">0</span> (0.00 B)\n</pre>\n"},"metadata":{}}],"execution_count":15},{"cell_type":"code","source":"# Train the model\nhistory = model.fit(X_train, y_train, epochs=20, batch_size=16, validation_data=(X_val, y_val))\n\n# Plot training/validation loss and accuracy\nplt.plot(history.history['loss'], label='train loss')\nplt.plot(history.history['val_loss'], label='val loss')\nplt.legend()\nplt.show()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T18:39:17.690006Z","iopub.execute_input":"2025-01-02T18:39:17.690309Z","iopub.status.idle":"2025-01-02T18:55:11.914461Z","shell.execute_reply.started":"2025-01-02T18:39:17.690285Z","shell.execute_reply":"2025-01-02T18:55:11.913701Z"}},"outputs":[{"name":"stdout","text":"Epoch 1/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m124s\u001b[0m 784ms/step - accuracy: 0.5506 - loss: 0.9203 - val_accuracy: 0.8940 - val_loss: 0.2603\nEpoch 2/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 398ms/step - accuracy: 0.9110 - loss: 0.2213 - val_accuracy: 0.9286 - val_loss: 0.1532\nEpoch 3/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9540 - loss: 0.1103 - val_accuracy: 0.9809 - val_loss: 0.0542\nEpoch 4/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9644 - loss: 0.0816 - val_accuracy: 0.9641 - val_loss: 0.0715\nEpoch 5/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9633 - loss: 0.0856 - val_accuracy: 0.9835 - val_loss: 0.0407\nEpoch 6/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9813 - loss: 0.0449 - val_accuracy: 0.9229 - val_loss: 0.2472\nEpoch 7/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9623 - loss: 0.0977 - val_accuracy: 0.9834 - val_loss: 0.0377\nEpoch 8/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9897 - loss: 0.0308 - val_accuracy: 0.9815 - val_loss: 0.0404\nEpoch 9/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9864 - loss: 0.0339 - val_accuracy: 0.9903 - val_loss: 0.0266\nEpoch 10/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9834 - loss: 0.0487 - val_accuracy: 0.9904 - val_loss: 0.0408\nEpoch 11/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9857 - loss: 0.0396 - val_accuracy: 0.9929 - val_loss: 0.0243\nEpoch 12/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9867 - loss: 0.0370 - val_accuracy: 0.9895 - val_loss: 0.0358\nEpoch 13/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9907 - loss: 0.0305 - val_accuracy: 0.9890 - val_loss: 0.0270\nEpoch 14/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9916 - loss: 0.0242 - val_accuracy: 0.9944 - val_loss: 0.0201\nEpoch 15/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9928 - loss: 0.0209 - val_accuracy: 0.9890 - val_loss: 0.0241\nEpoch 16/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9904 - loss: 0.0238 - val_accuracy: 0.9913 - val_loss: 0.0221\nEpoch 17/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9928 - loss: 0.0201 - val_accuracy: 0.9887 - val_loss: 0.0231\nEpoch 18/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9853 - loss: 0.0487 - val_accuracy: 0.9767 - val_loss: 0.0581\nEpoch 19/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9869 - loss: 0.0403 - val_accuracy: 0.9882 - val_loss: 0.0280\nEpoch 20/20\n\u001b[1m109/109\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 397ms/step - accuracy: 0.9881 - loss: 0.0293 - val_accuracy: 0.9952 - val_loss: 0.0199\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 1 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\n"},"metadata":{}}],"execution_count":16},{"cell_type":"markdown","source":"### ****Encoding masks into RLE for submission","metadata":{},"attachments":{}},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"def encode_mask_to_rle(mask):\n    '''\n    mask: numpy array binary mask \n    1 - mask \n    0 - background\n    Returns encoded run length \n    '''\n    pixels = mask.flatten()\n    pixels = np.concatenate([[0], pixels, [0]])\n    runs = np.where(pixels[1:] != pixels[:-1])[0] + 1\n    runs[1::2] -= runs[::2]\n    return ' '.join(str(x) for x in runs)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T19:01:52.668598Z","iopub.execute_input":"2025-01-02T19:01:52.668993Z","iopub.status.idle":"2025-01-02T19:01:52.673851Z","shell.execute_reply.started":"2025-01-02T19:01:52.668965Z","shell.execute_reply":"2025-01-02T19:01:52.672892Z"}},"outputs":[],"execution_count":17},{"cell_type":"code","source":"mask1.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T19:01:54.419952Z","iopub.execute_input":"2025-01-02T19:01:54.420277Z","iopub.status.idle":"2025-01-02T19:01:54.425389Z","shell.execute_reply.started":"2025-01-02T19:01:54.420248Z","shell.execute_reply":"2025-01-02T19:01:54.424643Z"}},"outputs":[{"execution_count":18,"output_type":"execute_result","data":{"text/plain":"(375, 500, 3)"},"metadata":{}}],"execution_count":18},{"cell_type":"code","source":"# IMPORTANT || Convert mask to grayscale\nmask1 = mask1[:,:,0] # or using other methods depending on mask\nmask1.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T19:01:54.882435Z","iopub.execute_input":"2025-01-02T19:01:54.882746Z","iopub.status.idle":"2025-01-02T19:01:54.888139Z","shell.execute_reply.started":"2025-01-02T19:01:54.882721Z","shell.execute_reply":"2025-01-02T19:01:54.88714Z"}},"outputs":[{"execution_count":19,"output_type":"execute_result","data":{"text/plain":"(375, 500)"},"metadata":{}}],"execution_count":19},{"cell_type":"code","source":"rle = encode_mask_to_rle(mask1)\nrle","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import pandas as pd\nimport numpy as np\nimport os\nfrom tensorflow.keras.preprocessing.image import load_img, img_to_array\n\n# Prepare the sample_submission DataFrame\nsubmission = []\n\n# Check the number of images and masks\nimage_files = sorted(os.listdir(images_path))\nmask_files = sorted(os.listdir(masks_path))\n\nprint(f\"Number of image files: {len(image_files)}\")\nprint(f\"Number of mask files: {len(mask_files)}\")\n\n# Ensure the number of images and masks match\nassert len(image_files) == len(mask_files), \"The number of images and masks do not match.\"\n\n# Helper function to encode mask to RLE\ndef encode_mask_to_rle(mask):\n    '''\n    mask: numpy array binary mask \n    1 - mask \n    0 - background\n    Returns encoded run length \n    '''\n    pixels = mask.flatten()\n    pixels = np.concatenate([[0], pixels, [0]])\n    runs = np.where(pixels[1:] != pixels[:-1])[0] + 1\n    runs[1::2] -= runs[::2]\n    return ' '.join(str(x) for x in runs)\n\n# Iterate through each image and its corresponding mask\nfor img_file, mask_file in zip(image_files, mask_files):\n    # Load the mask\n    mask = load_img(os.path.join(masks_path, mask_file), color_mode='grayscale')\n    mask = img_to_array(mask).astype(np.uint8)\n    \n    # Check the shape of the mask\n    print(f\"Processing mask for image: {img_file}\")\n    print(f\"Mask shape: {mask.shape}\")\n    \n    # Ensure the mask is 2D\n    if mask.ndim == 3:\n        mask = mask[:, :, 0]\n    \n    # Encode the mask to RLE\n    try:\n        rle = encode_mask_to_rle(mask)\n    except ValueError as e:\n        print(f\"Error encoding mask for image {img_file}: {e}\")\n        continue\n    \n    # Prepare the ImageName and Encoding for submission\n    submission.append([img_file, rle])\n\n# Create the DataFrame with the correct column names\nsubmission_df = pd.DataFrame(submission, columns=['ImageName', 'Encoding'])\n\n# Check the number of rows and columns\nnum_rows, num_columns = submission_df.shape\nprint(f\"Number of rows: {num_rows}\")\nprint(f\"Number of columns: {num_columns}\")\n\n# Ensure the DataFrame has 2 columns and 3240 rows\nassert num_columns == 2, \"The CSV file must have exactly 2 columns.\"\nassert num_rows == 3240, \"The CSV file must have exactly 3240 rows.\"\n\n# Save to CSV with the correct column names\nsubmission_df.to_csv('/kaggle/working/sample_submission.csv', index=False)\n\nprint(\"Sample submission file saved successfully!\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-02T19:09:49.580953Z","iopub.execute_input":"2025-01-02T19:09:49.581314Z","iopub.status.idle":"2025-01-02T19:09:58.733413Z","shell.execute_reply.started":"2025-01-02T19:09:49.581282Z","shell.execute_reply":"2025-01-02T19:09:58.732139Z"}},"outputs":[{"name":"stdout","text":"Number of image files: 2172\nNumber of mask files: 2172\nProcessing mask for image: 2008_006280.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006285.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2008_006285.jpg: operands could not be broadcast together with shapes (3731,) (3732,) (3731,) \nProcessing mask for image: 2008_006290.jpg\nMask shape: (336, 500, 1)\nError encoding mask for image 2008_006290.jpg: operands could not be broadcast together with shapes (8193,) (8194,) (8193,) \nProcessing mask for image: 2008_006294.jpg\nMask shape: (161, 300, 1)\nError encoding mask for image 2008_006294.jpg: operands could not be broadcast together with shapes (2737,) (2738,) (2737,) \nProcessing mask for image: 2008_006298.jpg\nMask shape: (305, 480, 1)\nProcessing mask for image: 2008_006307.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2008_006310.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006315.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006317.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2008_006320.jpg\nMask shape: (325, 480, 1)\nProcessing mask for image: 2008_006325.jpg\nMask shape: (476, 500, 1)\nError encoding mask for image 2008_006325.jpg: operands could not be broadcast together with shapes (5053,) (5054,) (5053,) \nProcessing mask for image: 2008_006327.jpg\nMask shape: (300, 400, 1)\nProcessing mask for image: 2008_006329.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2008_006329.jpg: operands could not be broadcast together with shapes (5398,) (5399,) (5398,) \nProcessing mask for image: 2008_006335.jpg\nMask shape: (402, 500, 1)\nProcessing mask for image: 2008_006339.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006339.jpg: operands could not be broadcast together with shapes (21763,) (21764,) (21763,) \nProcessing mask for image: 2008_006341.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006341.jpg: operands could not be broadcast together with shapes (5625,) (5626,) (5625,) \nProcessing mask for image: 2008_006347.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006347.jpg: operands could not be broadcast together with shapes (28293,) (28294,) (28293,) \nProcessing mask for image: 2008_006351.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2008_006355.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006356.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006362.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006362.jpg: operands could not be broadcast together with shapes (5287,) (5288,) (5287,) \nProcessing mask for image: 2008_006377.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006384.jpg\nMask shape: (500, 260, 1)\nProcessing mask for image: 2008_006386.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2008_006386.jpg: operands could not be broadcast together with shapes (12234,) (12235,) (12234,) \nProcessing mask for image: 2008_006390.jpg\nMask shape: (376, 500, 1)\nError encoding mask for image 2008_006390.jpg: operands could not be broadcast together with shapes (16172,) (16173,) (16172,) \nProcessing mask for image: 2008_006397.jpg\nMask shape: (482, 483, 1)\nProcessing mask for image: 2008_006400.jpg\nMask shape: (333, 444, 1)\nProcessing mask for image: 2008_006403.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006416.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_006416.jpg: operands could not be broadcast together with shapes (5775,) (5776,) (5775,) \nProcessing mask for image: 2008_006421.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2008_006421.jpg: operands could not be broadcast together with shapes (11785,) (11786,) (11785,) \nProcessing mask for image: 2008_006425.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2008_006425.jpg: operands could not be broadcast together with shapes (23388,) (23389,) (23388,) \nProcessing mask for image: 2008_006429.jpg\nMask shape: (351, 500, 1)\nProcessing mask for image: 2008_006430.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2008_006434.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2008_006436.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2008_006436.jpg: operands could not be broadcast together with shapes (9662,) (9663,) (9662,) \nProcessing mask for image: 2008_006448.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006448.jpg: operands could not be broadcast together with shapes (2514,) (2515,) (2514,) \nProcessing mask for image: 2008_006449.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_006449.jpg: operands could not be broadcast together with shapes (5133,) (5134,) (5133,) \nProcessing mask for image: 2008_006452.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_006452.jpg: operands could not be broadcast together with shapes (2877,) (2878,) (2877,) \nProcessing mask for image: 2008_006462.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006474.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006477.jpg\nMask shape: (399, 500, 1)\nError encoding mask for image 2008_006477.jpg: operands could not be broadcast together with shapes (11208,) (11209,) (11208,) \nProcessing mask for image: 2008_006480.jpg\nMask shape: (316, 500, 1)\nProcessing mask for image: 2008_006496.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006496.jpg: operands could not be broadcast together with shapes (13376,) (13377,) (13376,) \nProcessing mask for image: 2008_006502.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_006502.jpg: operands could not be broadcast together with shapes (8676,) (8677,) (8676,) \nProcessing mask for image: 2008_006511.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006512.jpg\nMask shape: (303, 403, 1)\nProcessing mask for image: 2008_006520.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2008_006528.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_006546.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2008_006547.jpg\nMask shape: (377, 500, 1)\nError encoding mask for image 2008_006547.jpg: operands could not be broadcast together with shapes (19765,) (19766,) (19765,) \nProcessing mask for image: 2008_006561.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_006561.jpg: operands could not be broadcast together with shapes (6681,) (6682,) (6681,) \nProcessing mask for image: 2008_006568.jpg\nMask shape: (500, 261, 1)\nProcessing mask for image: 2008_006570.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2008_006576.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2008_006578.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008318.jpg\nMask shape: (393, 500, 1)\nProcessing mask for image: 2008_008319.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008322.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2008_008323.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008323.jpg: operands could not be broadcast together with shapes (20792,) (20793,) (20792,) \nProcessing mask for image: 2008_008356.jpg\nMask shape: (343, 500, 1)\nProcessing mask for image: 2008_008366.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008370.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2008_008370.jpg: operands could not be broadcast together with shapes (14405,) (14406,) (14405,) \nProcessing mask for image: 2008_008392.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008392.jpg: operands could not be broadcast together with shapes (15656,) (15657,) (15656,) \nProcessing mask for image: 2008_008393.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008395.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008395.jpg: operands could not be broadcast together with shapes (2927,) (2928,) (2927,) \nProcessing mask for image: 2008_008403.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2008_008421.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2008_008428.jpg\nMask shape: (500, 481, 1)\nProcessing mask for image: 2008_008431.jpg\nMask shape: (500, 357, 1)\nProcessing mask for image: 2008_008433.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2008_008437.jpg\nMask shape: (352, 500, 1)\nError encoding mask for image 2008_008437.jpg: operands could not be broadcast together with shapes (12472,) (12473,) (12472,) \nProcessing mask for image: 2008_008453.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008453.jpg: operands could not be broadcast together with shapes (9529,) (9530,) (9529,) \nProcessing mask for image: 2008_008476.jpg\nMask shape: (326, 500, 1)\nError encoding mask for image 2008_008476.jpg: operands could not be broadcast together with shapes (19243,) (19244,) (19243,) \nProcessing mask for image: 2008_008487.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008487.jpg: operands could not be broadcast together with shapes (25526,) (25527,) (25526,) \nProcessing mask for image: 2008_008488.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_008488.jpg: operands could not be broadcast together with shapes (14653,) (14654,) (14653,) \nProcessing mask for image: 2008_008500.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_008500.jpg: operands could not be broadcast together with shapes (9837,) (9838,) (9837,) \nProcessing mask for image: 2008_008521.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008521.jpg: operands could not be broadcast together with shapes (13897,) (13898,) (13897,) \nProcessing mask for image: 2008_008533.jpg\nMask shape: (376, 500, 1)\nError encoding mask for image 2008_008533.jpg: operands could not be broadcast together with shapes (12679,) (12680,) (12679,) \nProcessing mask for image: 2008_008541.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2008_008547.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008578.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008578.jpg: operands could not be broadcast together with shapes (11419,) (11420,) (11419,) \nProcessing mask for image: 2008_008585.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008590.jpg\nMask shape: (359, 500, 1)\nError encoding mask for image 2008_008590.jpg: operands could not be broadcast together with shapes (10071,) (10072,) (10071,) \nProcessing mask for image: 2008_008601.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2008_008601.jpg: operands could not be broadcast together with shapes (4831,) (4832,) (4831,) \nProcessing mask for image: 2008_008613.jpg\nMask shape: (312, 447, 1)\nProcessing mask for image: 2008_008617.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008622.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008623.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008635.jpg\nMask shape: (288, 216, 1)\nProcessing mask for image: 2008_008636.jpg\nMask shape: (416, 500, 1)\nProcessing mask for image: 2008_008654.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2008_008654.jpg: operands could not be broadcast together with shapes (8648,) (8649,) (8648,) \nProcessing mask for image: 2008_008665.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008666.jpg\nMask shape: (382, 500, 1)\nProcessing mask for image: 2008_008668.jpg\nMask shape: (243, 500, 1)\nError encoding mask for image 2008_008668.jpg: operands could not be broadcast together with shapes (2988,) (2989,) (2988,) \nProcessing mask for image: 2008_008675.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008685.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2008_008685.jpg: operands could not be broadcast together with shapes (18684,) (18685,) (18684,) \nProcessing mask for image: 2008_008713.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2008_008714.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2008_008744.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000001.jpg\nMask shape: (270, 360, 1)\nError encoding mask for image 2009_000001.jpg: operands could not be broadcast together with shapes (6184,) (6185,) (6184,) \nProcessing mask for image: 2009_000002.jpg\nMask shape: (356, 500, 1)\nError encoding mask for image 2009_000002.jpg: operands could not be broadcast together with shapes (5550,) (5551,) (5550,) \nProcessing mask for image: 2009_000012.jpg\nMask shape: (292, 418, 1)\nError encoding mask for image 2009_000012.jpg: operands could not be broadcast together with shapes (13000,) (13001,) (13000,) \nProcessing mask for image: 2009_000013.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_000016.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000017.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_000017.jpg: operands could not be broadcast together with shapes (11189,) (11190,) (11189,) \nProcessing mask for image: 2009_000029.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_000030.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000030.jpg: operands could not be broadcast together with shapes (12251,) (12252,) (12251,) \nProcessing mask for image: 2009_000039.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000039.jpg: operands could not be broadcast together with shapes (2090,) (2091,) (2090,) \nProcessing mask for image: 2009_000045.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000045.jpg: operands could not be broadcast together with shapes (4597,) (4598,) (4597,) \nProcessing mask for image: 2009_000066.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_000066.jpg: operands could not be broadcast together with shapes (20620,) (20621,) (20620,) \nProcessing mask for image: 2009_000068.jpg\nMask shape: (500, 384, 1)\nProcessing mask for image: 2009_000080.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000080.jpg: operands could not be broadcast together with shapes (5592,) (5593,) (5592,) \nProcessing mask for image: 2009_000088.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_000088.jpg: operands could not be broadcast together with shapes (4772,) (4773,) (4772,) \nProcessing mask for image: 2009_000091.jpg\nMask shape: (330, 500, 1)\nProcessing mask for image: 2009_000100.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_000100.jpg: operands could not be broadcast together with shapes (13036,) (13037,) (13036,) \nProcessing mask for image: 2009_000132.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2009_000142.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000145.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2009_000145.jpg: operands could not be broadcast together with shapes (6406,) (6407,) (6406,) \nProcessing mask for image: 2009_000150.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_000150.jpg: operands could not be broadcast together with shapes (7689,) (7690,) (7689,) \nProcessing mask for image: 2009_000156.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000156.jpg: operands could not be broadcast together with shapes (6634,) (6635,) (6634,) \nProcessing mask for image: 2009_000168.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000168.jpg: operands could not be broadcast together with shapes (12474,) (12475,) (12474,) \nProcessing mask for image: 2009_000169.jpg\nMask shape: (359, 480, 1)\nError encoding mask for image 2009_000169.jpg: operands could not be broadcast together with shapes (3434,) (3435,) (3434,) \nProcessing mask for image: 2009_000181.jpg\nMask shape: (444, 500, 1)\nProcessing mask for image: 2009_000189.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_000219.jpg\nMask shape: (404, 500, 1)\nProcessing mask for image: 2009_000223.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000227.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000232.jpg\nMask shape: (500, 299, 1)\nError encoding mask for image 2009_000232.jpg: operands could not be broadcast together with shapes (10612,) (10613,) (10612,) \nProcessing mask for image: 2009_000248.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000249.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000250.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000250.jpg: operands could not be broadcast together with shapes (17541,) (17542,) (17541,) \nProcessing mask for image: 2009_000268.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_000282.jpg\nMask shape: (500, 494, 1)\nProcessing mask for image: 2009_000284.jpg\nMask shape: (500, 347, 1)\nProcessing mask for image: 2009_000285.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_000285.jpg: operands could not be broadcast together with shapes (3219,) (3220,) (3219,) \nProcessing mask for image: 2009_000287.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000287.jpg: operands could not be broadcast together with shapes (6150,) (6151,) (6150,) \nProcessing mask for image: 2009_000289.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000293.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_000293.jpg: operands could not be broadcast together with shapes (3684,) (3685,) (3684,) \nProcessing mask for image: 2009_000303.jpg\nMask shape: (394, 500, 1)\nProcessing mask for image: 2009_000304.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000304.jpg: operands could not be broadcast together with shapes (5073,) (5074,) (5073,) \nProcessing mask for image: 2009_000309.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000309.jpg: operands could not be broadcast together with shapes (7999,) (8000,) (7999,) \nProcessing mask for image: 2009_000312.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000312.jpg: operands could not be broadcast together with shapes (19715,) (19716,) (19715,) \nProcessing mask for image: 2009_000321.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000330.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2009_000330.jpg: operands could not be broadcast together with shapes (10846,) (10847,) (10846,) \nProcessing mask for image: 2009_000339.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2009_000342.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000342.jpg: operands could not be broadcast together with shapes (6060,) (6061,) (6060,) \nProcessing mask for image: 2009_000350.jpg\nMask shape: (461, 500, 1)\nProcessing mask for image: 2009_000356.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000356.jpg: operands could not be broadcast together with shapes (11575,) (11576,) (11575,) \nProcessing mask for image: 2009_000366.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000366.jpg: operands could not be broadcast together with shapes (12535,) (12536,) (12535,) \nProcessing mask for image: 2009_000400.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000409.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000409.jpg: operands could not be broadcast together with shapes (3167,) (3168,) (3167,) \nProcessing mask for image: 2009_000410.jpg\nMask shape: (400, 300, 1)\nProcessing mask for image: 2009_000412.jpg\nMask shape: (354, 500, 1)\nProcessing mask for image: 2009_000416.jpg\nMask shape: (492, 500, 1)\nError encoding mask for image 2009_000416.jpg: operands could not be broadcast together with shapes (8840,) (8841,) (8840,) \nProcessing mask for image: 2009_000430.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000430.jpg: operands could not be broadcast together with shapes (24240,) (24241,) (24240,) \nProcessing mask for image: 2009_000438.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000438.jpg: operands could not be broadcast together with shapes (29404,) (29405,) (29404,) \nProcessing mask for image: 2009_000449.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000452.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000466.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_000466.jpg: operands could not be broadcast together with shapes (9787,) (9788,) (9787,) \nProcessing mask for image: 2009_000471.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000471.jpg: operands could not be broadcast together with shapes (11375,) (11376,) (11375,) \nProcessing mask for image: 2009_000472.jpg\nMask shape: (500, 281, 1)\nProcessing mask for image: 2009_000488.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000488.jpg: operands could not be broadcast together with shapes (5865,) (5866,) (5865,) \nProcessing mask for image: 2009_000493.jpg\nMask shape: (380, 500, 1)\nProcessing mask for image: 2009_000496.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000499.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_000499.jpg: operands could not be broadcast together with shapes (6235,) (6236,) (6235,) \nProcessing mask for image: 2009_000504.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000511.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000511.jpg: operands could not be broadcast together with shapes (6443,) (6444,) (6443,) \nProcessing mask for image: 2009_000512.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000512.jpg: operands could not be broadcast together with shapes (3624,) (3625,) (3624,) \nProcessing mask for image: 2009_000529.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000535.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_000535.jpg: operands could not be broadcast together with shapes (2425,) (2426,) (2425,) \nProcessing mask for image: 2009_000539.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000547.jpg\nMask shape: (382, 500, 1)\nError encoding mask for image 2009_000547.jpg: operands could not be broadcast together with shapes (14203,) (14204,) (14203,) \nProcessing mask for image: 2009_000550.jpg\nMask shape: (352, 500, 1)\nError encoding mask for image 2009_000550.jpg: operands could not be broadcast together with shapes (11695,) (11696,) (11695,) \nProcessing mask for image: 2009_000553.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000553.jpg: operands could not be broadcast together with shapes (9783,) (9784,) (9783,) \nProcessing mask for image: 2009_000559.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000559.jpg: operands could not be broadcast together with shapes (23833,) (23834,) (23833,) \nProcessing mask for image: 2009_000565.jpg\nMask shape: (400, 500, 1)\nProcessing mask for image: 2009_000566.jpg\nMask shape: (499, 500, 1)\nError encoding mask for image 2009_000566.jpg: operands could not be broadcast together with shapes (1473,) (1474,) (1473,) \nProcessing mask for image: 2009_000574.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000574.jpg: operands could not be broadcast together with shapes (13023,) (13024,) (13023,) \nProcessing mask for image: 2009_000576.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000577.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000577.jpg: operands could not be broadcast together with shapes (2857,) (2858,) (2857,) \nProcessing mask for image: 2009_000586.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_000586.jpg: operands could not be broadcast together with shapes (7407,) (7408,) (7407,) \nProcessing mask for image: 2009_000593.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_000593.jpg: operands could not be broadcast together with shapes (14852,) (14853,) (14852,) \nProcessing mask for image: 2009_000599.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000600.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000603.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000603.jpg: operands could not be broadcast together with shapes (8991,) (8992,) (8991,) \nProcessing mask for image: 2009_000614.jpg\nMask shape: (326, 500, 1)\nProcessing mask for image: 2009_000626.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000626.jpg: operands could not be broadcast together with shapes (11695,) (11696,) (11695,) \nProcessing mask for image: 2009_000632.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000632.jpg: operands could not be broadcast together with shapes (19483,) (19484,) (19483,) \nProcessing mask for image: 2009_000636.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000636.jpg: operands could not be broadcast together with shapes (13129,) (13130,) (13129,) \nProcessing mask for image: 2009_000638.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000638.jpg: operands could not be broadcast together with shapes (6787,) (6788,) (6787,) \nProcessing mask for image: 2009_000641.jpg\nMask shape: (381, 500, 1)\nProcessing mask for image: 2009_000642.jpg\nMask shape: (396, 500, 1)\nError encoding mask for image 2009_000642.jpg: operands could not be broadcast together with shapes (10047,) (10048,) (10047,) \nProcessing mask for image: 2009_000647.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_000651.jpg\nMask shape: (403, 500, 1)\nError encoding mask for image 2009_000651.jpg: operands could not be broadcast together with shapes (18311,) (18312,) (18311,) \nProcessing mask for image: 2009_000670.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000675.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000681.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000681.jpg: operands could not be broadcast together with shapes (7343,) (7344,) (7343,) \nProcessing mask for image: 2009_000684.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000684.jpg: operands could not be broadcast together with shapes (5004,) (5005,) (5004,) \nProcessing mask for image: 2009_000691.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_000694.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_000702.jpg\nMask shape: (350, 500, 1)\nError encoding mask for image 2009_000702.jpg: operands could not be broadcast together with shapes (16030,) (16031,) (16030,) \nProcessing mask for image: 2009_000705.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000709.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_000716.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000716.jpg: operands could not be broadcast together with shapes (10609,) (10610,) (10609,) \nProcessing mask for image: 2009_000725.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000727.jpg\nMask shape: (319, 480, 1)\nError encoding mask for image 2009_000727.jpg: operands could not be broadcast together with shapes (9189,) (9190,) (9189,) \nProcessing mask for image: 2009_000731.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000731.jpg: operands could not be broadcast together with shapes (10355,) (10356,) (10355,) \nProcessing mask for image: 2009_000745.jpg\nMask shape: (280, 500, 1)\nProcessing mask for image: 2009_000750.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_000750.jpg: operands could not be broadcast together with shapes (10103,) (10104,) (10103,) \nProcessing mask for image: 2009_000768.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000770.jpg\nMask shape: (454, 500, 1)\nError encoding mask for image 2009_000770.jpg: operands could not be broadcast together with shapes (7421,) (7422,) (7421,) \nProcessing mask for image: 2009_000771.jpg\nMask shape: (342, 500, 1)\nError encoding mask for image 2009_000771.jpg: operands could not be broadcast together with shapes (3867,) (3868,) (3867,) \nProcessing mask for image: 2009_000774.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000774.jpg: operands could not be broadcast together with shapes (3667,) (3668,) (3667,) \nProcessing mask for image: 2009_000778.jpg\nMask shape: (500, 421, 1)\nProcessing mask for image: 2009_000779.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000782.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000793.jpg\nMask shape: (376, 500, 1)\nError encoding mask for image 2009_000793.jpg: operands could not be broadcast together with shapes (12247,) (12248,) (12247,) \nProcessing mask for image: 2009_000804.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000804.jpg: operands could not be broadcast together with shapes (13706,) (13707,) (13706,) \nProcessing mask for image: 2009_000823.jpg\nMask shape: (340, 500, 1)\nError encoding mask for image 2009_000823.jpg: operands could not be broadcast together with shapes (5816,) (5817,) (5816,) \nProcessing mask for image: 2009_000837.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000837.jpg: operands could not be broadcast together with shapes (30206,) (30207,) (30206,) \nProcessing mask for image: 2009_000839.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_000843.jpg\nMask shape: (433, 500, 1)\nProcessing mask for image: 2009_000852.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_000854.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000854.jpg: operands could not be broadcast together with shapes (5774,) (5775,) (5774,) \nProcessing mask for image: 2009_000856.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2009_000862.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000862.jpg: operands could not be broadcast together with shapes (29270,) (29271,) (29270,) \nProcessing mask for image: 2009_000869.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000869.jpg: operands could not be broadcast together with shapes (41503,) (41504,) (41503,) \nProcessing mask for image: 2009_000871.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000871.jpg: operands could not be broadcast together with shapes (17136,) (17137,) (17136,) \nProcessing mask for image: 2009_000874.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_000874.jpg: operands could not be broadcast together with shapes (12915,) (12916,) (12915,) \nProcessing mask for image: 2009_000892.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_000899.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_000899.jpg: operands could not be broadcast together with shapes (16294,) (16295,) (16294,) \nProcessing mask for image: 2009_000902.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2009_000915.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000923.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_000923.jpg: operands could not be broadcast together with shapes (3523,) (3524,) (3523,) \nProcessing mask for image: 2009_000924.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000924.jpg: operands could not be broadcast together with shapes (9411,) (9412,) (9411,) \nProcessing mask for image: 2009_000931.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000931.jpg: operands could not be broadcast together with shapes (13007,) (13008,) (13007,) \nProcessing mask for image: 2009_000934.jpg\nMask shape: (324, 500, 1)\nProcessing mask for image: 2009_000935.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000935.jpg: operands could not be broadcast together with shapes (16086,) (16087,) (16086,) \nProcessing mask for image: 2009_000953.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000953.jpg: operands could not be broadcast together with shapes (2984,) (2985,) (2984,) \nProcessing mask for image: 2009_000955.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_000964.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2009_000966.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000970.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000970.jpg: operands could not be broadcast together with shapes (8344,) (8345,) (8344,) \nProcessing mask for image: 2009_000971.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_000971.jpg: operands could not be broadcast together with shapes (5957,) (5958,) (5957,) \nProcessing mask for image: 2009_000979.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_000989.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_000989.jpg: operands could not be broadcast together with shapes (518,) (519,) (518,) \nProcessing mask for image: 2009_001006.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001006.jpg: operands could not be broadcast together with shapes (3284,) (3285,) (3284,) \nProcessing mask for image: 2009_001008.jpg\nMask shape: (402, 500, 1)\nError encoding mask for image 2009_001008.jpg: operands could not be broadcast together with shapes (4929,) (4930,) (4929,) \nProcessing mask for image: 2009_001013.jpg\nMask shape: (382, 500, 1)\nError encoding mask for image 2009_001013.jpg: operands could not be broadcast together with shapes (24156,) (24157,) (24156,) \nProcessing mask for image: 2009_001016.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001026.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001036.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2009_001037.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001052.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001055.jpg\nMask shape: (394, 500, 1)\nProcessing mask for image: 2009_001057.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_001066.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001075.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001079.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001079.jpg: operands could not be broadcast together with shapes (11090,) (11091,) (11090,) \nProcessing mask for image: 2009_001081.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001094.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001104.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_001104.jpg: operands could not be broadcast together with shapes (4650,) (4651,) (4650,) \nProcessing mask for image: 2009_001110.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001117.jpg\nMask shape: (499, 500, 1)\nError encoding mask for image 2009_001117.jpg: operands could not be broadcast together with shapes (25382,) (25383,) (25382,) \nProcessing mask for image: 2009_001124.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001124.jpg: operands could not be broadcast together with shapes (7946,) (7947,) (7946,) \nProcessing mask for image: 2009_001126.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001126.jpg: operands could not be broadcast together with shapes (12509,) (12510,) (12509,) \nProcessing mask for image: 2009_001133.jpg\nMask shape: (500, 378, 1)\nProcessing mask for image: 2009_001134.jpg\nMask shape: (370, 500, 1)\nError encoding mask for image 2009_001134.jpg: operands could not be broadcast together with shapes (20771,) (20772,) (20771,) \nProcessing mask for image: 2009_001139.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001145.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001147.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001153.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_001153.jpg: operands could not be broadcast together with shapes (3845,) (3846,) (3845,) \nProcessing mask for image: 2009_001163.jpg\nMask shape: (373, 500, 1)\nProcessing mask for image: 2009_001172.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2009_001172.jpg: operands could not be broadcast together with shapes (11264,) (11265,) (11264,) \nProcessing mask for image: 2009_001177.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001177.jpg: operands could not be broadcast together with shapes (17367,) (17368,) (17367,) \nProcessing mask for image: 2009_001180.jpg\nMask shape: (500, 336, 1)\nProcessing mask for image: 2009_001184.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001196.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001198.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001198.jpg: operands could not be broadcast together with shapes (1989,) (1990,) (1989,) \nProcessing mask for image: 2009_001201.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001203.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_001203.jpg: operands could not be broadcast together with shapes (17584,) (17585,) (17584,) \nProcessing mask for image: 2009_001205.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001205.jpg: operands could not be broadcast together with shapes (3455,) (3456,) (3455,) \nProcessing mask for image: 2009_001224.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001224.jpg: operands could not be broadcast together with shapes (5714,) (5715,) (5714,) \nProcessing mask for image: 2009_001225.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001225.jpg: operands could not be broadcast together with shapes (4956,) (4957,) (4956,) \nProcessing mask for image: 2009_001227.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001227.jpg: operands could not be broadcast together with shapes (9066,) (9067,) (9066,) \nProcessing mask for image: 2009_001236.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001251.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_001257.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001260.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001263.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001263.jpg: operands could not be broadcast together with shapes (21300,) (21301,) (21300,) \nProcessing mask for image: 2009_001270.jpg\nMask shape: (500, 438, 1)\nProcessing mask for image: 2009_001271.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001271.jpg: operands could not be broadcast together with shapes (7440,) (7441,) (7440,) \nProcessing mask for image: 2009_001279.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_001286.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001288.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001305.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001305.jpg: operands could not be broadcast together with shapes (8452,) (8453,) (8452,) \nProcessing mask for image: 2009_001323.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001323.jpg: operands could not be broadcast together with shapes (14304,) (14305,) (14304,) \nProcessing mask for image: 2009_001329.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_001329.jpg: operands could not be broadcast together with shapes (17249,) (17250,) (17249,) \nProcessing mask for image: 2009_001349.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001355.jpg\nMask shape: (442, 500, 1)\nProcessing mask for image: 2009_001361.jpg\nMask shape: (293, 500, 1)\nProcessing mask for image: 2009_001367.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001368.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001368.jpg: operands could not be broadcast together with shapes (13358,) (13359,) (13358,) \nProcessing mask for image: 2009_001369.jpg\nMask shape: (461, 480, 1)\nError encoding mask for image 2009_001369.jpg: operands could not be broadcast together with shapes (3426,) (3427,) (3426,) \nProcessing mask for image: 2009_001391.jpg\nMask shape: (500, 334, 1)\nError encoding mask for image 2009_001391.jpg: operands could not be broadcast together with shapes (5576,) (5577,) (5576,) \nProcessing mask for image: 2009_001403.jpg\nMask shape: (500, 335, 1)\nError encoding mask for image 2009_001403.jpg: operands could not be broadcast together with shapes (13219,) (13220,) (13219,) \nProcessing mask for image: 2009_001411.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001413.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001413.jpg: operands could not be broadcast together with shapes (4149,) (4150,) (4149,) \nProcessing mask for image: 2009_001419.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001424.jpg\nMask shape: (500, 360, 1)\nProcessing mask for image: 2009_001433.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001444.jpg\nMask shape: (388, 500, 1)\nError encoding mask for image 2009_001444.jpg: operands could not be broadcast together with shapes (4742,) (4743,) (4742,) \nProcessing mask for image: 2009_001446.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_001446.jpg: operands could not be broadcast together with shapes (8087,) (8088,) (8087,) \nProcessing mask for image: 2009_001448.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001449.jpg\nMask shape: (480, 500, 1)\nError encoding mask for image 2009_001449.jpg: operands could not be broadcast together with shapes (6313,) (6314,) (6313,) \nProcessing mask for image: 2009_001450.jpg\nMask shape: (500, 485, 1)\nProcessing mask for image: 2009_001457.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_001457.jpg: operands could not be broadcast together with shapes (16503,) (16504,) (16503,) \nProcessing mask for image: 2009_001470.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001475.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_001476.jpg\nMask shape: (422, 500, 1)\nError encoding mask for image 2009_001476.jpg: operands could not be broadcast together with shapes (33014,) (33015,) (33014,) \nProcessing mask for image: 2009_001484.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001484.jpg: operands could not be broadcast together with shapes (5702,) (5703,) (5702,) \nProcessing mask for image: 2009_001498.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_001498.jpg: operands could not be broadcast together with shapes (9996,) (9997,) (9996,) \nProcessing mask for image: 2009_001500.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001500.jpg: operands could not be broadcast together with shapes (15764,) (15765,) (15764,) \nProcessing mask for image: 2009_001502.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001505.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2009_001507.jpg\nMask shape: (274, 500, 1)\nProcessing mask for image: 2009_001518.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2009_001518.jpg: operands could not be broadcast together with shapes (12369,) (12370,) (12369,) \nProcessing mask for image: 2009_001522.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_001522.jpg: operands could not be broadcast together with shapes (8593,) (8594,) (8593,) \nProcessing mask for image: 2009_001535.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_001537.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001538.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_001539.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001539.jpg: operands could not be broadcast together with shapes (16955,) (16956,) (16955,) \nProcessing mask for image: 2009_001550.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001550.jpg: operands could not be broadcast together with shapes (13090,) (13091,) (13090,) \nProcessing mask for image: 2009_001553.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001562.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001562.jpg: operands could not be broadcast together with shapes (1303,) (1304,) (1303,) \nProcessing mask for image: 2009_001568.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2009_001577.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_001577.jpg: operands could not be broadcast together with shapes (8530,) (8531,) (8530,) \nProcessing mask for image: 2009_001589.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001589.jpg: operands could not be broadcast together with shapes (7080,) (7081,) (7080,) \nProcessing mask for image: 2009_001594.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001594.jpg: operands could not be broadcast together with shapes (7942,) (7943,) (7942,) \nProcessing mask for image: 2009_001605.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001606.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001611.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001611.jpg: operands could not be broadcast together with shapes (10928,) (10929,) (10928,) \nProcessing mask for image: 2009_001618.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001623.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001635.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001636.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001636.jpg: operands could not be broadcast together with shapes (6736,) (6737,) (6736,) \nProcessing mask for image: 2009_001643.jpg\nMask shape: (346, 500, 1)\nProcessing mask for image: 2009_001653.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001664.jpg\nMask shape: (339, 500, 1)\nProcessing mask for image: 2009_001673.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001687.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_001689.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001699.jpg\nMask shape: (285, 500, 1)\nProcessing mask for image: 2009_001706.jpg\nMask shape: (350, 450, 1)\nProcessing mask for image: 2009_001719.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001719.jpg: operands could not be broadcast together with shapes (8731,) (8732,) (8731,) \nProcessing mask for image: 2009_001724.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001732.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001733.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_001738.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001749.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001768.jpg\nMask shape: (418, 500, 1)\nProcessing mask for image: 2009_001774.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001774.jpg: operands could not be broadcast together with shapes (5642,) (5643,) (5642,) \nProcessing mask for image: 2009_001778.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001783.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_001792.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_001798.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001828.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001833.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001833.jpg: operands could not be broadcast together with shapes (4273,) (4274,) (4273,) \nProcessing mask for image: 2009_001835.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_001835.jpg: operands could not be broadcast together with shapes (3145,) (3146,) (3145,) \nProcessing mask for image: 2009_001837.jpg\nMask shape: (398, 500, 1)\nError encoding mask for image 2009_001837.jpg: operands could not be broadcast together with shapes (4464,) (4465,) (4464,) \nProcessing mask for image: 2009_001869.jpg\nMask shape: (500, 382, 1)\nProcessing mask for image: 2009_001873.jpg\nMask shape: (396, 500, 1)\nProcessing mask for image: 2009_001881.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_001881.jpg: operands could not be broadcast together with shapes (5943,) (5944,) (5943,) \nProcessing mask for image: 2009_001885.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_001885.jpg: operands could not be broadcast together with shapes (7212,) (7213,) (7212,) \nProcessing mask for image: 2009_001890.jpg\nMask shape: (307, 500, 1)\nError encoding mask for image 2009_001890.jpg: operands could not be broadcast together with shapes (15651,) (15652,) (15651,) \nProcessing mask for image: 2009_001894.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001894.jpg: operands could not be broadcast together with shapes (2226,) (2227,) (2226,) \nProcessing mask for image: 2009_001902.jpg\nMask shape: (500, 479, 1)\nProcessing mask for image: 2009_001906.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001906.jpg: operands could not be broadcast together with shapes (20631,) (20632,) (20631,) \nProcessing mask for image: 2009_001911.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001916.jpg\nMask shape: (500, 396, 1)\nProcessing mask for image: 2009_001931.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001933.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001948.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_001952.jpg\nMask shape: (338, 500, 1)\nError encoding mask for image 2009_001952.jpg: operands could not be broadcast together with shapes (6856,) (6857,) (6856,) \nProcessing mask for image: 2009_001959.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_001960.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001960.jpg: operands could not be broadcast together with shapes (9710,) (9711,) (9710,) \nProcessing mask for image: 2009_001962.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_001962.jpg: operands could not be broadcast together with shapes (2822,) (2823,) (2822,) \nProcessing mask for image: 2009_001971.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_001991.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2009_002002.jpg\nMask shape: (396, 500, 1)\nError encoding mask for image 2009_002002.jpg: operands could not be broadcast together with shapes (18073,) (18074,) (18073,) \nProcessing mask for image: 2009_002008.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002012.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002012.jpg: operands could not be broadcast together with shapes (5295,) (5296,) (5295,) \nProcessing mask for image: 2009_002019.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002031.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002031.jpg: operands could not be broadcast together with shapes (5926,) (5927,) (5926,) \nProcessing mask for image: 2009_002035.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002037.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_002039.jpg\nMask shape: (500, 377, 1)\nProcessing mask for image: 2009_002040.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002046.jpg\nMask shape: (500, 280, 1)\nProcessing mask for image: 2009_002053.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002053.jpg: operands could not be broadcast together with shapes (3649,) (3650,) (3649,) \nProcessing mask for image: 2009_002061.jpg\nMask shape: (348, 500, 1)\nError encoding mask for image 2009_002061.jpg: operands could not be broadcast together with shapes (5402,) (5403,) (5402,) \nProcessing mask for image: 2009_002082.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002082.jpg: operands could not be broadcast together with shapes (20453,) (20454,) (20453,) \nProcessing mask for image: 2009_002093.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002097.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002104.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002104.jpg: operands could not be broadcast together with shapes (4316,) (4317,) (4316,) \nProcessing mask for image: 2009_002112.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002118.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002118.jpg: operands could not be broadcast together with shapes (19640,) (19641,) (19640,) \nProcessing mask for image: 2009_002122.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_002122.jpg: operands could not be broadcast together with shapes (6962,) (6963,) (6962,) \nProcessing mask for image: 2009_002133.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002133.jpg: operands could not be broadcast together with shapes (2671,) (2672,) (2671,) \nProcessing mask for image: 2009_002136.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002136.jpg: operands could not be broadcast together with shapes (10943,) (10944,) (10943,) \nProcessing mask for image: 2009_002141.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002141.jpg: operands could not be broadcast together with shapes (5399,) (5400,) (5399,) \nProcessing mask for image: 2009_002150.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002150.jpg: operands could not be broadcast together with shapes (10686,) (10687,) (10686,) \nProcessing mask for image: 2009_002151.jpg\nMask shape: (500, 400, 1)\nError encoding mask for image 2009_002151.jpg: operands could not be broadcast together with shapes (5699,) (5700,) (5699,) \nProcessing mask for image: 2009_002155.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002155.jpg: operands could not be broadcast together with shapes (3953,) (3954,) (3953,) \nProcessing mask for image: 2009_002165.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002165.jpg: operands could not be broadcast together with shapes (14450,) (14451,) (14450,) \nProcessing mask for image: 2009_002171.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002171.jpg: operands could not be broadcast together with shapes (8670,) (8671,) (8670,) \nProcessing mask for image: 2009_002176.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_002177.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002182.jpg\nMask shape: (322, 500, 1)\nProcessing mask for image: 2009_002192.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002193.jpg\nMask shape: (494, 400, 1)\nError encoding mask for image 2009_002193.jpg: operands could not be broadcast together with shapes (7068,) (7069,) (7068,) \nProcessing mask for image: 2009_002198.jpg\nMask shape: (358, 500, 1)\nProcessing mask for image: 2009_002215.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002215.jpg: operands could not be broadcast together with shapes (9820,) (9821,) (9820,) \nProcessing mask for image: 2009_002221.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002228.jpg\nMask shape: (500, 376, 1)\nProcessing mask for image: 2009_002229.jpg\nMask shape: (299, 448, 1)\nError encoding mask for image 2009_002229.jpg: operands could not be broadcast together with shapes (5121,) (5122,) (5121,) \nProcessing mask for image: 2009_002230.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002230.jpg: operands could not be broadcast together with shapes (11762,) (11763,) (11762,) \nProcessing mask for image: 2009_002231.jpg\nMask shape: (500, 484, 1)\nProcessing mask for image: 2009_002245.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002245.jpg: operands could not be broadcast together with shapes (8749,) (8750,) (8749,) \nProcessing mask for image: 2009_002259.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002259.jpg: operands could not be broadcast together with shapes (7006,) (7007,) (7006,) \nProcessing mask for image: 2009_002267.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002268.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_002268.jpg: operands could not be broadcast together with shapes (4473,) (4474,) (4473,) \nProcessing mask for image: 2009_002273.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002282.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2009_002285.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002285.jpg: operands could not be broadcast together with shapes (15686,) (15687,) (15686,) \nProcessing mask for image: 2009_002302.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002305.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002305.jpg: operands could not be broadcast together with shapes (9196,) (9197,) (9196,) \nProcessing mask for image: 2009_002311.jpg\nMask shape: (394, 500, 1)\nProcessing mask for image: 2009_002324.jpg\nMask shape: (358, 500, 1)\nProcessing mask for image: 2009_002333.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002333.jpg: operands could not be broadcast together with shapes (8068,) (8069,) (8068,) \nProcessing mask for image: 2009_002339.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002339.jpg: operands could not be broadcast together with shapes (8475,) (8476,) (8475,) \nProcessing mask for image: 2009_002346.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002346.jpg: operands could not be broadcast together with shapes (13017,) (13018,) (13017,) \nProcessing mask for image: 2009_002352.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002360.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_002363.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002370.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002370.jpg: operands could not be broadcast together with shapes (7049,) (7050,) (7049,) \nProcessing mask for image: 2009_002373.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002373.jpg: operands could not be broadcast together with shapes (9813,) (9814,) (9813,) \nProcessing mask for image: 2009_002391.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002408.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002408.jpg: operands could not be broadcast together with shapes (5703,) (5704,) (5703,) \nProcessing mask for image: 2009_002416.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002416.jpg: operands could not be broadcast together with shapes (20402,) (20403,) (20402,) \nProcessing mask for image: 2009_002419.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002419.jpg: operands could not be broadcast together with shapes (7744,) (7745,) (7744,) \nProcessing mask for image: 2009_002420.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002422.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002422.jpg: operands could not be broadcast together with shapes (16804,) (16805,) (16804,) \nProcessing mask for image: 2009_002429.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002429.jpg: operands could not be broadcast together with shapes (944,) (945,) (944,) \nProcessing mask for image: 2009_002439.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002445.jpg\nMask shape: (413, 500, 1)\nError encoding mask for image 2009_002445.jpg: operands could not be broadcast together with shapes (18933,) (18934,) (18933,) \nProcessing mask for image: 2009_002456.jpg\nMask shape: (435, 500, 1)\nProcessing mask for image: 2009_002460.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002460.jpg: operands could not be broadcast together with shapes (3460,) (3461,) (3460,) \nProcessing mask for image: 2009_002464.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002464.jpg: operands could not be broadcast together with shapes (6199,) (6200,) (6199,) \nProcessing mask for image: 2009_002470.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002472.jpg\nMask shape: (339, 500, 1)\nProcessing mask for image: 2009_002476.jpg\nMask shape: (350, 250, 1)\nError encoding mask for image 2009_002476.jpg: operands could not be broadcast together with shapes (7123,) (7124,) (7123,) \nProcessing mask for image: 2009_002477.jpg\nMask shape: (500, 369, 1)\nProcessing mask for image: 2009_002499.jpg\nMask shape: (344, 500, 1)\nError encoding mask for image 2009_002499.jpg: operands could not be broadcast together with shapes (2332,) (2333,) (2332,) \nProcessing mask for image: 2009_002500.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002500.jpg: operands could not be broadcast together with shapes (10273,) (10274,) (10273,) \nProcessing mask for image: 2009_002504.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002504.jpg: operands could not be broadcast together with shapes (8647,) (8648,) (8647,) \nProcessing mask for image: 2009_002510.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002510.jpg: operands could not be broadcast together with shapes (13804,) (13805,) (13804,) \nProcessing mask for image: 2009_002515.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002518.jpg\nMask shape: (272, 500, 1)\nProcessing mask for image: 2009_002522.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002522.jpg: operands could not be broadcast together with shapes (7246,) (7247,) (7246,) \nProcessing mask for image: 2009_002527.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_002539.jpg\nMask shape: (318, 500, 1)\nProcessing mask for image: 2009_002542.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002549.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_002553.jpg\nMask shape: (500, 444, 1)\nError encoding mask for image 2009_002553.jpg: operands could not be broadcast together with shapes (7078,) (7079,) (7078,) \nProcessing mask for image: 2009_002561.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002561.jpg: operands could not be broadcast together with shapes (3130,) (3131,) (3130,) \nProcessing mask for image: 2009_002563.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002563.jpg: operands could not be broadcast together with shapes (1982,) (1983,) (1982,) \nProcessing mask for image: 2009_002565.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_002586.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002588.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_002592.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_002597.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_002597.jpg: operands could not be broadcast together with shapes (14668,) (14669,) (14668,) \nProcessing mask for image: 2009_002605.jpg\nMask shape: (499, 500, 1)\nError encoding mask for image 2009_002605.jpg: operands could not be broadcast together with shapes (4720,) (4721,) (4720,) \nProcessing mask for image: 2009_002609.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2009_002615.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002615.jpg: operands could not be broadcast together with shapes (3379,) (3380,) (3379,) \nProcessing mask for image: 2009_002628.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002628.jpg: operands could not be broadcast together with shapes (4783,) (4784,) (4783,) \nProcessing mask for image: 2009_002635.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002648.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_002648.jpg: operands could not be broadcast together with shapes (14843,) (14844,) (14843,) \nProcessing mask for image: 2009_002667.jpg\nMask shape: (500, 388, 1)\nError encoding mask for image 2009_002667.jpg: operands could not be broadcast together with shapes (6282,) (6283,) (6282,) \nProcessing mask for image: 2009_002672.jpg\nMask shape: (500, 410, 1)\nProcessing mask for image: 2009_002673.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002681.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002681.jpg: operands could not be broadcast together with shapes (5454,) (5455,) (5454,) \nProcessing mask for image: 2009_002684.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_002687.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_002697.jpg\nMask shape: (320, 500, 1)\nProcessing mask for image: 2009_002704.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002708.jpg\nMask shape: (363, 500, 1)\nError encoding mask for image 2009_002708.jpg: operands could not be broadcast together with shapes (5501,) (5502,) (5501,) \nProcessing mask for image: 2009_002719.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002728.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002728.jpg: operands could not be broadcast together with shapes (11934,) (11935,) (11934,) \nProcessing mask for image: 2009_002739.jpg\nMask shape: (450, 500, 1)\nError encoding mask for image 2009_002739.jpg: operands could not be broadcast together with shapes (8323,) (8324,) (8323,) \nProcessing mask for image: 2009_002750.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002750.jpg: operands could not be broadcast together with shapes (4646,) (4647,) (4646,) \nProcessing mask for image: 2009_002753.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002753.jpg: operands could not be broadcast together with shapes (5193,) (5194,) (5193,) \nProcessing mask for image: 2009_002772.jpg\nMask shape: (500, 334, 1)\nError encoding mask for image 2009_002772.jpg: operands could not be broadcast together with shapes (11013,) (11014,) (11013,) \nProcessing mask for image: 2009_002784.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002789.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002789.jpg: operands could not be broadcast together with shapes (13058,) (13059,) (13058,) \nProcessing mask for image: 2009_002803.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_002803.jpg: operands could not be broadcast together with shapes (3100,) (3101,) (3100,) \nProcessing mask for image: 2009_002807.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002813.jpg\nMask shape: (328, 500, 1)\nError encoding mask for image 2009_002813.jpg: operands could not be broadcast together with shapes (4657,) (4658,) (4657,) \nProcessing mask for image: 2009_002836.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002837.jpg\nMask shape: (361, 500, 1)\nProcessing mask for image: 2009_002845.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002845.jpg: operands could not be broadcast together with shapes (4789,) (4790,) (4789,) \nProcessing mask for image: 2009_002847.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002847.jpg: operands could not be broadcast together with shapes (21894,) (21895,) (21894,) \nProcessing mask for image: 2009_002855.jpg\nMask shape: (330, 500, 1)\nProcessing mask for image: 2009_002865.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002865.jpg: operands could not be broadcast together with shapes (9156,) (9157,) (9156,) \nProcessing mask for image: 2009_002869.jpg\nMask shape: (252, 500, 1)\nError encoding mask for image 2009_002869.jpg: operands could not be broadcast together with shapes (11915,) (11916,) (11915,) \nProcessing mask for image: 2009_002882.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002883.jpg\nMask shape: (330, 500, 1)\nError encoding mask for image 2009_002883.jpg: operands could not be broadcast together with shapes (10846,) (10847,) (10846,) \nProcessing mask for image: 2009_002893.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002898.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_002901.jpg\nMask shape: (365, 500, 1)\nError encoding mask for image 2009_002901.jpg: operands could not be broadcast together with shapes (13261,) (13262,) (13261,) \nProcessing mask for image: 2009_002908.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_002908.jpg: operands could not be broadcast together with shapes (5969,) (5970,) (5969,) \nProcessing mask for image: 2009_002912.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2009_002917.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_002921.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002921.jpg: operands could not be broadcast together with shapes (7629,) (7630,) (7629,) \nProcessing mask for image: 2009_002925.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_002936.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002955.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_002957.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002957.jpg: operands could not be broadcast together with shapes (10270,) (10271,) (10270,) \nProcessing mask for image: 2009_002958.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002961.jpg\nMask shape: (321, 480, 1)\nError encoding mask for image 2009_002961.jpg: operands could not be broadcast together with shapes (3389,) (3390,) (3389,) \nProcessing mask for image: 2009_002972.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_002972.jpg: operands could not be broadcast together with shapes (6140,) (6141,) (6140,) \nProcessing mask for image: 2009_002975.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_002975.jpg: operands could not be broadcast together with shapes (2526,) (2527,) (2526,) \nProcessing mask for image: 2009_002986.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_002988.jpg\nMask shape: (309, 500, 1)\nError encoding mask for image 2009_002988.jpg: operands could not be broadcast together with shapes (5507,) (5508,) (5507,) \nProcessing mask for image: 2009_003013.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003013.jpg: operands could not be broadcast together with shapes (5281,) (5282,) (5281,) \nProcessing mask for image: 2009_003023.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003056.jpg\nMask shape: (240, 331, 1)\nError encoding mask for image 2009_003056.jpg: operands could not be broadcast together with shapes (2144,) (2145,) (2144,) \nProcessing mask for image: 2009_003059.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003059.jpg: operands could not be broadcast together with shapes (6711,) (6712,) (6711,) \nProcessing mask for image: 2009_003063.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003063.jpg: operands could not be broadcast together with shapes (27551,) (27552,) (27551,) \nProcessing mask for image: 2009_003070.jpg\nMask shape: (339, 500, 1)\nProcessing mask for image: 2009_003076.jpg\nMask shape: (313, 500, 1)\nError encoding mask for image 2009_003076.jpg: operands could not be broadcast together with shapes (10741,) (10742,) (10741,) \nProcessing mask for image: 2009_003082.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003082.jpg: operands could not be broadcast together with shapes (8779,) (8780,) (8779,) \nProcessing mask for image: 2009_003083.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003083.jpg: operands could not be broadcast together with shapes (13573,) (13574,) (13573,) \nProcessing mask for image: 2009_003089.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_003089.jpg: operands could not be broadcast together with shapes (12424,) (12425,) (12424,) \nProcessing mask for image: 2009_003095.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003098.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003098.jpg: operands could not be broadcast together with shapes (1595,) (1596,) (1595,) \nProcessing mask for image: 2009_003118.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_003118.jpg: operands could not be broadcast together with shapes (8620,) (8621,) (8620,) \nProcessing mask for image: 2009_003122.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003127.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003127.jpg: operands could not be broadcast together with shapes (804,) (805,) (804,) \nProcessing mask for image: 2009_003128.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003128.jpg: operands could not be broadcast together with shapes (6214,) (6215,) (6214,) \nProcessing mask for image: 2009_003129.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003130.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003130.jpg: operands could not be broadcast together with shapes (3174,) (3175,) (3174,) \nProcessing mask for image: 2009_003143.jpg\nMask shape: (482, 500, 1)\nProcessing mask for image: 2009_003146.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003146.jpg: operands could not be broadcast together with shapes (34236,) (34237,) (34236,) \nProcessing mask for image: 2009_003156.jpg\nMask shape: (500, 334, 1)\nError encoding mask for image 2009_003156.jpg: operands could not be broadcast together with shapes (6233,) (6234,) (6233,) \nProcessing mask for image: 2009_003165.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003172.jpg\nMask shape: (385, 500, 1)\nProcessing mask for image: 2009_003173.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003173.jpg: operands could not be broadcast together with shapes (16376,) (16377,) (16376,) \nProcessing mask for image: 2009_003189.jpg\nMask shape: (500, 332, 1)\nError encoding mask for image 2009_003189.jpg: operands could not be broadcast together with shapes (3585,) (3586,) (3585,) \nProcessing mask for image: 2009_003194.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003201.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_003201.jpg: operands could not be broadcast together with shapes (4839,) (4840,) (4839,) \nProcessing mask for image: 2009_003209.jpg\nMask shape: (500, 475, 1)\nProcessing mask for image: 2009_003217.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003217.jpg: operands could not be broadcast together with shapes (8641,) (8642,) (8641,) \nProcessing mask for image: 2009_003218.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2009_003218.jpg: operands could not be broadcast together with shapes (34105,) (34106,) (34105,) \nProcessing mask for image: 2009_003222.jpg\nMask shape: (474, 500, 1)\nProcessing mask for image: 2009_003225.jpg\nMask shape: (443, 500, 1)\nProcessing mask for image: 2009_003232.jpg\nMask shape: (480, 319, 1)\nError encoding mask for image 2009_003232.jpg: operands could not be broadcast together with shapes (4195,) (4196,) (4195,) \nProcessing mask for image: 2009_003241.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_003249.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003249.jpg: operands could not be broadcast together with shapes (11249,) (11250,) (11249,) \nProcessing mask for image: 2009_003254.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2009_003261.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003261.jpg: operands could not be broadcast together with shapes (12378,) (12379,) (12378,) \nProcessing mask for image: 2009_003262.jpg\nMask shape: (304, 500, 1)\nError encoding mask for image 2009_003262.jpg: operands could not be broadcast together with shapes (9133,) (9134,) (9133,) \nProcessing mask for image: 2009_003271.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003272.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_003277.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003277.jpg: operands could not be broadcast together with shapes (2399,) (2400,) (2399,) \nProcessing mask for image: 2009_003294.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003294.jpg: operands could not be broadcast together with shapes (7404,) (7405,) (7404,) \nProcessing mask for image: 2009_003297.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_003297.jpg: operands could not be broadcast together with shapes (9061,) (9062,) (9061,) \nProcessing mask for image: 2009_003301.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003305.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003312.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003323.jpg\nMask shape: (500, 422, 1)\nError encoding mask for image 2009_003323.jpg: operands could not be broadcast together with shapes (9607,) (9608,) (9607,) \nProcessing mask for image: 2009_003338.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_003350.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003365.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_003365.jpg: operands could not be broadcast together with shapes (8097,) (8098,) (8097,) \nProcessing mask for image: 2009_003369.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_003375.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003375.jpg: operands could not be broadcast together with shapes (5077,) (5078,) (5077,) \nProcessing mask for image: 2009_003380.jpg\nMask shape: (442, 500, 1)\nError encoding mask for image 2009_003380.jpg: operands could not be broadcast together with shapes (21181,) (21182,) (21181,) \nProcessing mask for image: 2009_003395.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003402.jpg\nMask shape: (325, 500, 1)\nProcessing mask for image: 2009_003415.jpg\nMask shape: (281, 500, 1)\nProcessing mask for image: 2009_003419.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003419.jpg: operands could not be broadcast together with shapes (9250,) (9251,) (9250,) \nProcessing mask for image: 2009_003425.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2009_003430.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_003445.jpg\nMask shape: (306, 500, 1)\nError encoding mask for image 2009_003445.jpg: operands could not be broadcast together with shapes (10274,) (10275,) (10274,) \nProcessing mask for image: 2009_003457.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003457.jpg: operands could not be broadcast together with shapes (9309,) (9310,) (9309,) \nProcessing mask for image: 2009_003460.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003460.jpg: operands could not be broadcast together with shapes (23033,) (23034,) (23033,) \nProcessing mask for image: 2009_003466.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003467.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003467.jpg: operands could not be broadcast together with shapes (22742,) (22743,) (22742,) \nProcessing mask for image: 2009_003481.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003489.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003489.jpg: operands could not be broadcast together with shapes (3357,) (3358,) (3357,) \nProcessing mask for image: 2009_003499.jpg\nMask shape: (328, 500, 1)\nProcessing mask for image: 2009_003509.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003510.jpg\nMask shape: (500, 441, 1)\nProcessing mask for image: 2009_003513.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003513.jpg: operands could not be broadcast together with shapes (6651,) (6652,) (6651,) \nProcessing mask for image: 2009_003521.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003521.jpg: operands could not be broadcast together with shapes (10811,) (10812,) (10811,) \nProcessing mask for image: 2009_003528.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003528.jpg: operands could not be broadcast together with shapes (6554,) (6555,) (6554,) \nProcessing mask for image: 2009_003530.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003530.jpg: operands could not be broadcast together with shapes (15475,) (15476,) (15475,) \nProcessing mask for image: 2009_003533.jpg\nMask shape: (400, 500, 1)\nProcessing mask for image: 2009_003538.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003541.jpg\nMask shape: (500, 494, 1)\nError encoding mask for image 2009_003541.jpg: operands could not be broadcast together with shapes (16079,) (16080,) (16079,) \nProcessing mask for image: 2009_003542.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003542.jpg: operands could not be broadcast together with shapes (8993,) (8994,) (8993,) \nProcessing mask for image: 2009_003565.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003565.jpg: operands could not be broadcast together with shapes (21523,) (21524,) (21523,) \nProcessing mask for image: 2009_003569.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003569.jpg: operands could not be broadcast together with shapes (8715,) (8716,) (8715,) \nProcessing mask for image: 2009_003572.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_003572.jpg: operands could not be broadcast together with shapes (19592,) (19593,) (19592,) \nProcessing mask for image: 2009_003601.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003601.jpg: operands could not be broadcast together with shapes (3514,) (3515,) (3514,) \nProcessing mask for image: 2009_003605.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_003605.jpg: operands could not be broadcast together with shapes (4678,) (4679,) (4678,) \nProcessing mask for image: 2009_003612.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003612.jpg: operands could not be broadcast together with shapes (4631,) (4632,) (4631,) \nProcessing mask for image: 2009_003618.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003618.jpg: operands could not be broadcast together with shapes (23685,) (23686,) (23685,) \nProcessing mask for image: 2009_003624.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003626.jpg\nMask shape: (500, 334, 1)\nError encoding mask for image 2009_003626.jpg: operands could not be broadcast together with shapes (2210,) (2211,) (2210,) \nProcessing mask for image: 2009_003627.jpg\nMask shape: (360, 500, 1)\nError encoding mask for image 2009_003627.jpg: operands could not be broadcast together with shapes (5656,) (5657,) (5656,) \nProcessing mask for image: 2009_003634.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003634.jpg: operands could not be broadcast together with shapes (6609,) (6610,) (6609,) \nProcessing mask for image: 2009_003637.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003637.jpg: operands could not be broadcast together with shapes (4163,) (4164,) (4163,) \nProcessing mask for image: 2009_003647.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_003654.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003655.jpg\nMask shape: (500, 327, 1)\nError encoding mask for image 2009_003655.jpg: operands could not be broadcast together with shapes (4801,) (4802,) (4801,) \nProcessing mask for image: 2009_003660.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003663.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003666.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003677.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003677.jpg: operands could not be broadcast together with shapes (9062,) (9063,) (9062,) \nProcessing mask for image: 2009_003686.jpg\nMask shape: (500, 335, 1)\nError encoding mask for image 2009_003686.jpg: operands could not be broadcast together with shapes (4616,) (4617,) (4616,) \nProcessing mask for image: 2009_003697.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_003698.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003698.jpg: operands could not be broadcast together with shapes (5551,) (5552,) (5551,) \nProcessing mask for image: 2009_003708.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003711.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_003714.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_003717.jpg\nMask shape: (421, 500, 1)\nError encoding mask for image 2009_003717.jpg: operands could not be broadcast together with shapes (8388,) (8389,) (8388,) \nProcessing mask for image: 2009_003718.jpg\nMask shape: (387, 500, 1)\nError encoding mask for image 2009_003718.jpg: operands could not be broadcast together with shapes (15566,) (15567,) (15566,) \nProcessing mask for image: 2009_003725.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003734.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003735.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_003735.jpg: operands could not be broadcast together with shapes (40200,) (40201,) (40200,) \nProcessing mask for image: 2009_003739.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_003739.jpg: operands could not be broadcast together with shapes (24843,) (24844,) (24843,) \nProcessing mask for image: 2009_003756.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003768.jpg\nMask shape: (500, 355, 1)\nError encoding mask for image 2009_003768.jpg: operands could not be broadcast together with shapes (13696,) (13697,) (13696,) \nProcessing mask for image: 2009_003771.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_003771.jpg: operands could not be broadcast together with shapes (10579,) (10580,) (10579,) \nProcessing mask for image: 2009_003773.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_003775.jpg\nMask shape: (470, 500, 1)\nProcessing mask for image: 2009_003783.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_003784.jpg\nMask shape: (412, 500, 1)\nError encoding mask for image 2009_003784.jpg: operands could not be broadcast together with shapes (12759,) (12760,) (12759,) \nProcessing mask for image: 2009_003786.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003786.jpg: operands could not be broadcast together with shapes (5769,) (5770,) (5769,) \nProcessing mask for image: 2009_003804.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_003804.jpg: operands could not be broadcast together with shapes (15546,) (15547,) (15546,) \nProcessing mask for image: 2009_003808.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003810.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003810.jpg: operands could not be broadcast together with shapes (5372,) (5373,) (5372,) \nProcessing mask for image: 2009_003816.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003816.jpg: operands could not be broadcast together with shapes (1788,) (1789,) (1788,) \nProcessing mask for image: 2009_003822.jpg\nMask shape: (408, 500, 1)\nProcessing mask for image: 2009_003825.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003827.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003847.jpg\nMask shape: (370, 500, 1)\nError encoding mask for image 2009_003847.jpg: operands could not be broadcast together with shapes (3968,) (3969,) (3968,) \nProcessing mask for image: 2009_003855.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003855.jpg: operands could not be broadcast together with shapes (8882,) (8883,) (8882,) \nProcessing mask for image: 2009_003867.jpg\nMask shape: (345, 500, 1)\nProcessing mask for image: 2009_003879.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003897.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003901.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003902.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_003902.jpg: operands could not be broadcast together with shapes (8567,) (8568,) (8567,) \nProcessing mask for image: 2009_003903.jpg\nMask shape: (362, 500, 1)\nError encoding mask for image 2009_003903.jpg: operands could not be broadcast together with shapes (3731,) (3732,) (3731,) \nProcessing mask for image: 2009_003904.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_003913.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003921.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_003928.jpg\nMask shape: (500, 394, 1)\nError encoding mask for image 2009_003928.jpg: operands could not be broadcast together with shapes (12768,) (12769,) (12768,) \nProcessing mask for image: 2009_003933.jpg\nMask shape: (500, 362, 1)\nProcessing mask for image: 2009_003955.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_003955.jpg: operands could not be broadcast together with shapes (7834,) (7835,) (7834,) \nProcessing mask for image: 2009_003956.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_003975.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2009_003976.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003982.jpg\nMask shape: (500, 431, 1)\nProcessing mask for image: 2009_003985.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_003986.jpg\nMask shape: (500, 388, 1)\nProcessing mask for image: 2009_003992.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004012.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_004016.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004020.jpg\nMask shape: (500, 380, 1)\nError encoding mask for image 2009_004020.jpg: operands could not be broadcast together with shapes (4155,) (4156,) (4155,) \nProcessing mask for image: 2009_004022.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004022.jpg: operands could not be broadcast together with shapes (8587,) (8588,) (8587,) \nProcessing mask for image: 2009_004033.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004033.jpg: operands could not be broadcast together with shapes (9374,) (9375,) (9374,) \nProcessing mask for image: 2009_004038.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004038.jpg: operands could not be broadcast together with shapes (6793,) (6794,) (6793,) \nProcessing mask for image: 2009_004051.jpg\nMask shape: (380, 500, 1)\nProcessing mask for image: 2009_004058.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004058.jpg: operands could not be broadcast together with shapes (8256,) (8257,) (8256,) \nProcessing mask for image: 2009_004070.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004073.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_004073.jpg: operands could not be broadcast together with shapes (4930,) (4931,) (4930,) \nProcessing mask for image: 2009_004074.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004074.jpg: operands could not be broadcast together with shapes (8993,) (8994,) (8993,) \nProcessing mask for image: 2009_004076.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004082.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004082.jpg: operands could not be broadcast together with shapes (7687,) (7688,) (7687,) \nProcessing mask for image: 2009_004083.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004083.jpg: operands could not be broadcast together with shapes (13613,) (13614,) (13613,) \nProcessing mask for image: 2009_004095.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004099.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004105.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2009_004111.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004111.jpg: operands could not be broadcast together with shapes (4618,) (4619,) (4618,) \nProcessing mask for image: 2009_004118.jpg\nMask shape: (328, 500, 1)\nProcessing mask for image: 2009_004128.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004128.jpg: operands could not be broadcast together with shapes (6007,) (6008,) (6007,) \nProcessing mask for image: 2009_004134.jpg\nMask shape: (364, 500, 1)\nProcessing mask for image: 2009_004139.jpg\nMask shape: (367, 500, 1)\nError encoding mask for image 2009_004139.jpg: operands could not be broadcast together with shapes (2526,) (2527,) (2526,) \nProcessing mask for image: 2009_004150.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004150.jpg: operands could not be broadcast together with shapes (6854,) (6855,) (6854,) \nProcessing mask for image: 2009_004157.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2009_004157.jpg: operands could not be broadcast together with shapes (1730,) (1731,) (1730,) \nProcessing mask for image: 2009_004164.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004169.jpg\nMask shape: (407, 500, 1)\nProcessing mask for image: 2009_004171.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_004176.jpg\nMask shape: (340, 500, 1)\nProcessing mask for image: 2009_004179.jpg\nMask shape: (357, 500, 1)\nError encoding mask for image 2009_004179.jpg: operands could not be broadcast together with shapes (23694,) (23695,) (23694,) \nProcessing mask for image: 2009_004181.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004183.jpg\nMask shape: (310, 500, 1)\nProcessing mask for image: 2009_004186.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004193.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004200.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004200.jpg: operands could not be broadcast together with shapes (6780,) (6781,) (6780,) \nProcessing mask for image: 2009_004201.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004210.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2009_004222.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004225.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004227.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_004227.jpg: operands could not be broadcast together with shapes (7019,) (7020,) (7019,) \nProcessing mask for image: 2009_004229.jpg\nMask shape: (385, 500, 1)\nError encoding mask for image 2009_004229.jpg: operands could not be broadcast together with shapes (24893,) (24894,) (24893,) \nProcessing mask for image: 2009_004233.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004233.jpg: operands could not be broadcast together with shapes (27008,) (27009,) (27008,) \nProcessing mask for image: 2009_004234.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004234.jpg: operands could not be broadcast together with shapes (4650,) (4651,) (4650,) \nProcessing mask for image: 2009_004248.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004261.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004261.jpg: operands could not be broadcast together with shapes (14113,) (14114,) (14113,) \nProcessing mask for image: 2009_004262.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004262.jpg: operands could not be broadcast together with shapes (3394,) (3395,) (3394,) \nProcessing mask for image: 2009_004264.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004277.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004279.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004279.jpg: operands could not be broadcast together with shapes (4036,) (4037,) (4036,) \nProcessing mask for image: 2009_004284.jpg\nMask shape: (308, 500, 1)\nError encoding mask for image 2009_004284.jpg: operands could not be broadcast together with shapes (10137,) (10138,) (10137,) \nProcessing mask for image: 2009_004289.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004291.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004291.jpg: operands could not be broadcast together with shapes (4383,) (4384,) (4383,) \nProcessing mask for image: 2009_004307.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004316.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004316.jpg: operands could not be broadcast together with shapes (18354,) (18355,) (18354,) \nProcessing mask for image: 2009_004319.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_004351.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_004351.jpg: operands could not be broadcast together with shapes (10347,) (10348,) (10347,) \nProcessing mask for image: 2009_004358.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004358.jpg: operands could not be broadcast together with shapes (1547,) (1548,) (1547,) \nProcessing mask for image: 2009_004361.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_004361.jpg: operands could not be broadcast together with shapes (7011,) (7012,) (7011,) \nProcessing mask for image: 2009_004366.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004382.jpg\nMask shape: (500, 313, 1)\nProcessing mask for image: 2009_004390.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004392.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004394.jpg\nMask shape: (401, 500, 1)\nProcessing mask for image: 2009_004403.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004403.jpg: operands could not be broadcast together with shapes (9120,) (9121,) (9120,) \nProcessing mask for image: 2009_004411.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004411.jpg: operands could not be broadcast together with shapes (6632,) (6633,) (6632,) \nProcessing mask for image: 2009_004424.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004424.jpg: operands could not be broadcast together with shapes (2844,) (2845,) (2844,) \nProcessing mask for image: 2009_004425.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004434.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004434.jpg: operands could not be broadcast together with shapes (4618,) (4619,) (4618,) \nProcessing mask for image: 2009_004442.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004445.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004445.jpg: operands could not be broadcast together with shapes (3261,) (3262,) (3261,) \nProcessing mask for image: 2009_004448.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004451.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004454.jpg\nMask shape: (350, 500, 1)\nError encoding mask for image 2009_004454.jpg: operands could not be broadcast together with shapes (12024,) (12025,) (12024,) \nProcessing mask for image: 2009_004456.jpg\nMask shape: (336, 500, 1)\nProcessing mask for image: 2009_004465.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004465.jpg: operands could not be broadcast together with shapes (6272,) (6273,) (6272,) \nProcessing mask for image: 2009_004477.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004477.jpg: operands could not be broadcast together with shapes (4772,) (4773,) (4772,) \nProcessing mask for image: 2009_004479.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004483.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004497.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004504.jpg\nMask shape: (500, 369, 1)\nError encoding mask for image 2009_004504.jpg: operands could not be broadcast together with shapes (6016,) (6017,) (6016,) \nProcessing mask for image: 2009_004507.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004507.jpg: operands could not be broadcast together with shapes (7957,) (7958,) (7957,) \nProcessing mask for image: 2009_004513.jpg\nMask shape: (500, 335, 1)\nError encoding mask for image 2009_004513.jpg: operands could not be broadcast together with shapes (15361,) (15362,) (15361,) \nProcessing mask for image: 2009_004529.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004530.jpg\nMask shape: (500, 336, 1)\nError encoding mask for image 2009_004530.jpg: operands could not be broadcast together with shapes (6901,) (6902,) (6901,) \nProcessing mask for image: 2009_004543.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004545.jpg\nMask shape: (240, 320, 1)\nError encoding mask for image 2009_004545.jpg: operands could not be broadcast together with shapes (1481,) (1482,) (1481,) \nProcessing mask for image: 2009_004547.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_004547.jpg: operands could not be broadcast together with shapes (6869,) (6870,) (6869,) \nProcessing mask for image: 2009_004560.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004581.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004581.jpg: operands could not be broadcast together with shapes (2951,) (2952,) (2951,) \nProcessing mask for image: 2009_004592.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004592.jpg: operands could not be broadcast together with shapes (14048,) (14049,) (14048,) \nProcessing mask for image: 2009_004593.jpg\nMask shape: (317, 500, 1)\nError encoding mask for image 2009_004593.jpg: operands could not be broadcast together with shapes (10446,) (10447,) (10446,) \nProcessing mask for image: 2009_004598.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004606.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_004607.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004614.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_004623.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004628.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004628.jpg: operands could not be broadcast together with shapes (3627,) (3628,) (3627,) \nProcessing mask for image: 2009_004634.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004634.jpg: operands could not be broadcast together with shapes (9309,) (9310,) (9309,) \nProcessing mask for image: 2009_004639.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2009_004639.jpg: operands could not be broadcast together with shapes (5063,) (5064,) (5063,) \nProcessing mask for image: 2009_004648.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_004648.jpg: operands could not be broadcast together with shapes (4987,) (4988,) (4987,) \nProcessing mask for image: 2009_004655.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004655.jpg: operands could not be broadcast together with shapes (3567,) (3568,) (3567,) \nProcessing mask for image: 2009_004662.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004679.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004683.jpg\nMask shape: (301, 500, 1)\nProcessing mask for image: 2009_004688.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004688.jpg: operands could not be broadcast together with shapes (2233,) (2234,) (2233,) \nProcessing mask for image: 2009_004705.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004706.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004706.jpg: operands could not be broadcast together with shapes (12322,) (12323,) (12322,) \nProcessing mask for image: 2009_004716.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004716.jpg: operands could not be broadcast together with shapes (4223,) (4224,) (4223,) \nProcessing mask for image: 2009_004721.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004721.jpg: operands could not be broadcast together with shapes (9241,) (9242,) (9241,) \nProcessing mask for image: 2009_004728.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004728.jpg: operands could not be broadcast together with shapes (8583,) (8584,) (8583,) \nProcessing mask for image: 2009_004744.jpg\nMask shape: (331, 500, 1)\nProcessing mask for image: 2009_004763.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004763.jpg: operands could not be broadcast together with shapes (28943,) (28944,) (28943,) \nProcessing mask for image: 2009_004768.jpg\nMask shape: (426, 500, 1)\nError encoding mask for image 2009_004768.jpg: operands could not be broadcast together with shapes (15866,) (15867,) (15866,) \nProcessing mask for image: 2009_004772.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004779.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004782.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004782.jpg: operands could not be broadcast together with shapes (10105,) (10106,) (10105,) \nProcessing mask for image: 2009_004787.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004787.jpg: operands could not be broadcast together with shapes (24116,) (24117,) (24116,) \nProcessing mask for image: 2009_004790.jpg\nMask shape: (500, 485, 1)\nError encoding mask for image 2009_004790.jpg: operands could not be broadcast together with shapes (24162,) (24163,) (24162,) \nProcessing mask for image: 2009_004796.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004796.jpg: operands could not be broadcast together with shapes (3944,) (3945,) (3944,) \nProcessing mask for image: 2009_004805.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004813.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004815.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_004815.jpg: operands could not be broadcast together with shapes (8321,) (8322,) (8321,) \nProcessing mask for image: 2009_004828.jpg\nMask shape: (416, 500, 1)\nProcessing mask for image: 2009_004834.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_004834.jpg: operands could not be broadcast together with shapes (14223,) (14224,) (14223,) \nProcessing mask for image: 2009_004841.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_004855.jpg\nMask shape: (408, 500, 1)\nError encoding mask for image 2009_004855.jpg: operands could not be broadcast together with shapes (10207,) (10208,) (10207,) \nProcessing mask for image: 2009_004877.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2009_004877.jpg: operands could not be broadcast together with shapes (3188,) (3189,) (3188,) \nProcessing mask for image: 2009_004887.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004887.jpg: operands could not be broadcast together with shapes (17543,) (17544,) (17543,) \nProcessing mask for image: 2009_004889.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_004897.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_004897.jpg: operands could not be broadcast together with shapes (3506,) (3507,) (3506,) \nProcessing mask for image: 2009_004907.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_004907.jpg: operands could not be broadcast together with shapes (2490,) (2491,) (2490,) \nProcessing mask for image: 2009_004929.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_004940.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_004940.jpg: operands could not be broadcast together with shapes (7064,) (7065,) (7064,) \nProcessing mask for image: 2009_004942.jpg\nMask shape: (443, 500, 1)\nProcessing mask for image: 2009_004943.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004945.jpg\nMask shape: (427, 500, 1)\nError encoding mask for image 2009_004945.jpg: operands could not be broadcast together with shapes (16630,) (16631,) (16630,) \nProcessing mask for image: 2009_004953.jpg\nMask shape: (500, 360, 1)\nError encoding mask for image 2009_004953.jpg: operands could not be broadcast together with shapes (4388,) (4389,) (4388,) \nProcessing mask for image: 2009_004961.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2009_004971.jpg\nMask shape: (307, 500, 1)\nError encoding mask for image 2009_004971.jpg: operands could not be broadcast together with shapes (11489,) (11490,) (11489,) \nProcessing mask for image: 2009_004983.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_004994.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2009_004994.jpg: operands could not be broadcast together with shapes (4708,) (4709,) (4708,) \nProcessing mask for image: 2009_004999.jpg\nMask shape: (500, 318, 1)\nProcessing mask for image: 2009_005000.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2009_005000.jpg: operands could not be broadcast together with shapes (3766,) (3767,) (3766,) \nProcessing mask for image: 2009_005005.jpg\nMask shape: (281, 500, 1)\nProcessing mask for image: 2009_005033.jpg\nMask shape: (500, 357, 1)\nError encoding mask for image 2009_005033.jpg: operands could not be broadcast together with shapes (6660,) (6661,) (6660,) \nProcessing mask for image: 2009_005035.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2009_005035.jpg: operands could not be broadcast together with shapes (18761,) (18762,) (18761,) \nProcessing mask for image: 2009_005037.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2009_005037.jpg: operands could not be broadcast together with shapes (3050,) (3051,) (3050,) \nProcessing mask for image: 2009_005051.jpg\nMask shape: (355, 500, 1)\nProcessing mask for image: 2009_005055.jpg\nMask shape: (198, 257, 1)\nProcessing mask for image: 2009_005068.jpg\nMask shape: (340, 500, 1)\nProcessing mask for image: 2009_005073.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2009_005081.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_005083.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2009_005089.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2009_005089.jpg: operands could not be broadcast together with shapes (8496,) (8497,) (8496,) \nProcessing mask for image: 2009_005095.jpg\nMask shape: (390, 500, 1)\nProcessing mask for image: 2009_005102.jpg\nMask shape: (414, 500, 1)\nProcessing mask for image: 2009_005107.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005119.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_005130.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005153.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_005153.jpg: operands could not be broadcast together with shapes (14354,) (14355,) (14354,) \nProcessing mask for image: 2009_005158.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2009_005160.jpg\nMask shape: (370, 500, 1)\nError encoding mask for image 2009_005160.jpg: operands could not be broadcast together with shapes (8480,) (8481,) (8480,) \nProcessing mask for image: 2009_005161.jpg\nMask shape: (500, 448, 1)\nProcessing mask for image: 2009_005162.jpg\nMask shape: (500, 356, 1)\nError encoding mask for image 2009_005162.jpg: operands could not be broadcast together with shapes (5439,) (5440,) (5439,) \nProcessing mask for image: 2009_005177.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_005177.jpg: operands could not be broadcast together with shapes (7396,) (7397,) (7396,) \nProcessing mask for image: 2009_005185.jpg\nMask shape: (308, 500, 1)\nError encoding mask for image 2009_005185.jpg: operands could not be broadcast together with shapes (2866,) (2867,) (2866,) \nProcessing mask for image: 2009_005193.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005211.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005217.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005219.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005225.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_005225.jpg: operands could not be broadcast together with shapes (14115,) (14116,) (14115,) \nProcessing mask for image: 2009_005229.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2009_005236.jpg\nMask shape: (380, 355, 1)\nProcessing mask for image: 2009_005251.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2009_005267.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2009_005267.jpg: operands could not be broadcast together with shapes (19336,) (19337,) (19336,) \nProcessing mask for image: 2009_005269.jpg\nMask shape: (500, 383, 1)\nProcessing mask for image: 2009_005272.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2009_005272.jpg: operands could not be broadcast together with shapes (8628,) (8629,) (8628,) \nProcessing mask for image: 2009_005299.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2009_005307.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2009_005307.jpg: operands could not be broadcast together with shapes (13544,) (13545,) (13544,) \nProcessing mask for image: 2010_000001.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000002.jpg\nMask shape: (430, 500, 1)\nError encoding mask for image 2010_000002.jpg: operands could not be broadcast together with shapes (34369,) (34370,) (34369,) \nProcessing mask for image: 2010_000003.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000009.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000009.jpg: operands could not be broadcast together with shapes (4782,) (4783,) (4782,) \nProcessing mask for image: 2010_000014.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000014.jpg: operands could not be broadcast together with shapes (4802,) (4803,) (4802,) \nProcessing mask for image: 2010_000020.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_000020.jpg: operands could not be broadcast together with shapes (4404,) (4405,) (4404,) \nProcessing mask for image: 2010_000026.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000026.jpg: operands could not be broadcast together with shapes (3785,) (3786,) (3785,) \nProcessing mask for image: 2010_000033.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000033.jpg: operands could not be broadcast together with shapes (6575,) (6576,) (6575,) \nProcessing mask for image: 2010_000038.jpg\nMask shape: (476, 500, 1)\nProcessing mask for image: 2010_000043.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000045.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000048.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000048.jpg: operands could not be broadcast together with shapes (7186,) (7187,) (7186,) \nProcessing mask for image: 2010_000052.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000054.jpg\nMask shape: (360, 500, 1)\nProcessing mask for image: 2010_000061.jpg\nMask shape: (361, 500, 1)\nProcessing mask for image: 2010_000063.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000067.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000067.jpg: operands could not be broadcast together with shapes (8804,) (8805,) (8804,) \nProcessing mask for image: 2010_000071.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_000071.jpg: operands could not be broadcast together with shapes (5669,) (5670,) (5669,) \nProcessing mask for image: 2010_000072.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000074.jpg\nMask shape: (351, 500, 1)\nProcessing mask for image: 2010_000079.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000082.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000089.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000090.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000090.jpg: operands could not be broadcast together with shapes (3649,) (3650,) (3649,) \nProcessing mask for image: 2010_000095.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000098.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000099.jpg\nMask shape: (422, 500, 1)\nError encoding mask for image 2010_000099.jpg: operands could not be broadcast together with shapes (25543,) (25544,) (25543,) \nProcessing mask for image: 2010_000109.jpg\nMask shape: (465, 500, 1)\nProcessing mask for image: 2010_000110.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_000110.jpg: operands could not be broadcast together with shapes (3896,) (3897,) (3896,) \nProcessing mask for image: 2010_000114.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000117.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000117.jpg: operands could not be broadcast together with shapes (11562,) (11563,) (11562,) \nProcessing mask for image: 2010_000118.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000124.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000124.jpg: operands could not be broadcast together with shapes (4341,) (4342,) (4341,) \nProcessing mask for image: 2010_000127.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000138.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000139.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000140.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000140.jpg: operands could not be broadcast together with shapes (6281,) (6282,) (6281,) \nProcessing mask for image: 2010_000152.jpg\nMask shape: (433, 500, 1)\nProcessing mask for image: 2010_000157.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000159.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000162.jpg\nMask shape: (437, 500, 1)\nError encoding mask for image 2010_000162.jpg: operands could not be broadcast together with shapes (9839,) (9840,) (9839,) \nProcessing mask for image: 2010_000163.jpg\nMask shape: (500, 361, 1)\nProcessing mask for image: 2010_000170.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000172.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000172.jpg: operands could not be broadcast together with shapes (6258,) (6259,) (6258,) \nProcessing mask for image: 2010_000175.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000182.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000182.jpg: operands could not be broadcast together with shapes (8099,) (8100,) (8099,) \nProcessing mask for image: 2010_000183.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000183.jpg: operands could not be broadcast together with shapes (11334,) (11335,) (11334,) \nProcessing mask for image: 2010_000189.jpg\nMask shape: (500, 469, 1)\nProcessing mask for image: 2010_000190.jpg\nMask shape: (321, 500, 1)\nProcessing mask for image: 2010_000203.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000203.jpg: operands could not be broadcast together with shapes (26281,) (26282,) (26281,) \nProcessing mask for image: 2010_000216.jpg\nMask shape: (200, 300, 1)\nError encoding mask for image 2010_000216.jpg: operands could not be broadcast together with shapes (1642,) (1643,) (1642,) \nProcessing mask for image: 2010_000218.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000218.jpg: operands could not be broadcast together with shapes (8284,) (8285,) (8284,) \nProcessing mask for image: 2010_000224.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_000224.jpg: operands could not be broadcast together with shapes (8056,) (8057,) (8056,) \nProcessing mask for image: 2010_000227.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000227.jpg: operands could not be broadcast together with shapes (4073,) (4074,) (4073,) \nProcessing mask for image: 2010_000244.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000245.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000245.jpg: operands could not be broadcast together with shapes (11357,) (11358,) (11357,) \nProcessing mask for image: 2010_000247.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000247.jpg: operands could not be broadcast together with shapes (1746,) (1747,) (1746,) \nProcessing mask for image: 2010_000261.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_000262.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000262.jpg: operands could not be broadcast together with shapes (13239,) (13240,) (13239,) \nProcessing mask for image: 2010_000263.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000263.jpg: operands could not be broadcast together with shapes (6194,) (6195,) (6194,) \nProcessing mask for image: 2010_000266.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000266.jpg: operands could not be broadcast together with shapes (7378,) (7379,) (7378,) \nProcessing mask for image: 2010_000269.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000273.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000276.jpg\nMask shape: (401, 500, 1)\nError encoding mask for image 2010_000276.jpg: operands could not be broadcast together with shapes (15748,) (15749,) (15748,) \nProcessing mask for image: 2010_000283.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_000286.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000291.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000291.jpg: operands could not be broadcast together with shapes (5900,) (5901,) (5900,) \nProcessing mask for image: 2010_000293.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000296.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000296.jpg: operands could not be broadcast together with shapes (1550,) (1551,) (1550,) \nProcessing mask for image: 2010_000303.jpg\nMask shape: (227, 360, 1)\nProcessing mask for image: 2010_000307.jpg\nMask shape: (339, 500, 1)\nProcessing mask for image: 2010_000309.jpg\nMask shape: (361, 500, 1)\nProcessing mask for image: 2010_000312.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000317.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000320.jpg\nMask shape: (328, 500, 1)\nProcessing mask for image: 2010_000327.jpg\nMask shape: (371, 500, 1)\nProcessing mask for image: 2010_000347.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000351.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000351.jpg: operands could not be broadcast together with shapes (2318,) (2319,) (2318,) \nProcessing mask for image: 2010_000362.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000362.jpg: operands could not be broadcast together with shapes (17337,) (17338,) (17337,) \nProcessing mask for image: 2010_000370.jpg\nMask shape: (364, 500, 1)\nProcessing mask for image: 2010_000374.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000374.jpg: operands could not be broadcast together with shapes (2835,) (2836,) (2835,) \nProcessing mask for image: 2010_000384.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000384.jpg: operands could not be broadcast together with shapes (6262,) (6263,) (6262,) \nProcessing mask for image: 2010_000388.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000388.jpg: operands could not be broadcast together with shapes (15740,) (15741,) (15740,) \nProcessing mask for image: 2010_000389.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000389.jpg: operands could not be broadcast together with shapes (3911,) (3912,) (3911,) \nProcessing mask for image: 2010_000390.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000390.jpg: operands could not be broadcast together with shapes (11057,) (11058,) (11057,) \nProcessing mask for image: 2010_000395.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000404.jpg\nMask shape: (500, 332, 1)\nError encoding mask for image 2010_000404.jpg: operands could not be broadcast together with shapes (8650,) (8651,) (8650,) \nProcessing mask for image: 2010_000409.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000409.jpg: operands could not be broadcast together with shapes (8793,) (8794,) (8793,) \nProcessing mask for image: 2010_000413.jpg\nMask shape: (281, 500, 1)\nProcessing mask for image: 2010_000415.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000415.jpg: operands could not be broadcast together with shapes (3877,) (3878,) (3877,) \nProcessing mask for image: 2010_000422.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000427.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000436.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000439.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000439.jpg: operands could not be broadcast together with shapes (7501,) (7502,) (7501,) \nProcessing mask for image: 2010_000442.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000446.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000453.jpg\nMask shape: (500, 332, 1)\nProcessing mask for image: 2010_000456.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000458.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000458.jpg: operands could not be broadcast together with shapes (3158,) (3159,) (3158,) \nProcessing mask for image: 2010_000461.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000465.jpg\nMask shape: (244, 500, 1)\nError encoding mask for image 2010_000465.jpg: operands could not be broadcast together with shapes (2864,) (2865,) (2864,) \nProcessing mask for image: 2010_000468.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000469.jpg\nMask shape: (379, 500, 1)\nProcessing mask for image: 2010_000475.jpg\nMask shape: (355, 500, 1)\nProcessing mask for image: 2010_000483.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000483.jpg: operands could not be broadcast together with shapes (14013,) (14014,) (14013,) \nProcessing mask for image: 2010_000484.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_000488.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000488.jpg: operands could not be broadcast together with shapes (8466,) (8467,) (8466,) \nProcessing mask for image: 2010_000497.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000498.jpg\nMask shape: (405, 500, 1)\nError encoding mask for image 2010_000498.jpg: operands could not be broadcast together with shapes (18684,) (18685,) (18684,) \nProcessing mask for image: 2010_000500.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000506.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000515.jpg\nMask shape: (500, 400, 1)\nProcessing mask for image: 2010_000519.jpg\nMask shape: (424, 500, 1)\nError encoding mask for image 2010_000519.jpg: operands could not be broadcast together with shapes (13613,) (13614,) (13613,) \nProcessing mask for image: 2010_000527.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000536.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000536.jpg: operands could not be broadcast together with shapes (14283,) (14284,) (14283,) \nProcessing mask for image: 2010_000538.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000545.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000545.jpg: operands could not be broadcast together with shapes (6459,) (6460,) (6459,) \nProcessing mask for image: 2010_000548.jpg\nMask shape: (390, 500, 1)\nProcessing mask for image: 2010_000552.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000552.jpg: operands could not be broadcast together with shapes (12847,) (12848,) (12847,) \nProcessing mask for image: 2010_000553.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000561.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000562.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000562.jpg: operands could not be broadcast together with shapes (4237,) (4238,) (4237,) \nProcessing mask for image: 2010_000574.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_000574.jpg: operands could not be broadcast together with shapes (4227,) (4228,) (4227,) \nProcessing mask for image: 2010_000576.jpg\nMask shape: (429, 500, 1)\nProcessing mask for image: 2010_000577.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000577.jpg: operands could not be broadcast together with shapes (15798,) (15799,) (15798,) \nProcessing mask for image: 2010_000586.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000608.jpg\nMask shape: (413, 500, 1)\nProcessing mask for image: 2010_000613.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000613.jpg: operands could not be broadcast together with shapes (22629,) (22630,) (22629,) \nProcessing mask for image: 2010_000616.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000616.jpg: operands could not be broadcast together with shapes (5360,) (5361,) (5360,) \nProcessing mask for image: 2010_000626.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000635.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000635.jpg: operands could not be broadcast together with shapes (9237,) (9238,) (9237,) \nProcessing mask for image: 2010_000639.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000639.jpg: operands could not be broadcast together with shapes (16151,) (16152,) (16151,) \nProcessing mask for image: 2010_000641.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000644.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000644.jpg: operands could not be broadcast together with shapes (29782,) (29783,) (29782,) \nProcessing mask for image: 2010_000647.jpg\nMask shape: (500, 487, 1)\nProcessing mask for image: 2010_000648.jpg\nMask shape: (426, 500, 1)\nError encoding mask for image 2010_000648.jpg: operands could not be broadcast together with shapes (7230,) (7231,) (7230,) \nProcessing mask for image: 2010_000655.jpg\nMask shape: (281, 500, 1)\nProcessing mask for image: 2010_000661.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000661.jpg: operands could not be broadcast together with shapes (6593,) (6594,) (6593,) \nProcessing mask for image: 2010_000665.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000666.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000667.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000675.jpg\nMask shape: (500, 346, 1)\nProcessing mask for image: 2010_000681.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000681.jpg: operands could not be broadcast together with shapes (12981,) (12982,) (12981,) \nProcessing mask for image: 2010_000683.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_000683.jpg: operands could not be broadcast together with shapes (10162,) (10163,) (10162,) \nProcessing mask for image: 2010_000687.jpg\nMask shape: (268, 500, 1)\nProcessing mask for image: 2010_000690.jpg\nMask shape: (306, 500, 1)\nProcessing mask for image: 2010_000692.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000692.jpg: operands could not be broadcast together with shapes (13250,) (13251,) (13250,) \nProcessing mask for image: 2010_000694.jpg\nMask shape: (376, 500, 1)\nError encoding mask for image 2010_000694.jpg: operands could not be broadcast together with shapes (10437,) (10438,) (10437,) \nProcessing mask for image: 2010_000702.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000702.jpg: operands could not be broadcast together with shapes (7661,) (7662,) (7661,) \nProcessing mask for image: 2010_000712.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000716.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_000716.jpg: operands could not be broadcast together with shapes (3560,) (3561,) (3560,) \nProcessing mask for image: 2010_000717.jpg\nMask shape: (337, 500, 1)\nError encoding mask for image 2010_000717.jpg: operands could not be broadcast together with shapes (5146,) (5147,) (5146,) \nProcessing mask for image: 2010_000724.jpg\nMask shape: (400, 266, 1)\nError encoding mask for image 2010_000724.jpg: operands could not be broadcast together with shapes (2112,) (2113,) (2112,) \nProcessing mask for image: 2010_000727.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000727.jpg: operands could not be broadcast together with shapes (23535,) (23536,) (23535,) \nProcessing mask for image: 2010_000731.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000735.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000735.jpg: operands could not be broadcast together with shapes (3923,) (3924,) (3923,) \nProcessing mask for image: 2010_000737.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000746.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000749.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_000760.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000761.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000769.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000771.jpg\nMask shape: (500, 461, 1)\nProcessing mask for image: 2010_000785.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000785.jpg: operands could not be broadcast together with shapes (11226,) (11227,) (11226,) \nProcessing mask for image: 2010_000788.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000788.jpg: operands could not be broadcast together with shapes (5582,) (5583,) (5582,) \nProcessing mask for image: 2010_000791.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000799.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000805.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000808.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000808.jpg: operands could not be broadcast together with shapes (7105,) (7106,) (7105,) \nProcessing mask for image: 2010_000811.jpg\nMask shape: (307, 500, 1)\nProcessing mask for image: 2010_000815.jpg\nMask shape: (346, 500, 1)\nError encoding mask for image 2010_000815.jpg: operands could not be broadcast together with shapes (6531,) (6532,) (6531,) \nProcessing mask for image: 2010_000822.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000822.jpg: operands could not be broadcast together with shapes (8372,) (8373,) (8372,) \nProcessing mask for image: 2010_000828.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000828.jpg: operands could not be broadcast together with shapes (7179,) (7180,) (7179,) \nProcessing mask for image: 2010_000831.jpg\nMask shape: (368, 500, 1)\nError encoding mask for image 2010_000831.jpg: operands could not be broadcast together with shapes (19042,) (19043,) (19042,) \nProcessing mask for image: 2010_000837.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000838.jpg\nMask shape: (455, 500, 1)\nProcessing mask for image: 2010_000842.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000846.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_000847.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000849.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000857.jpg\nMask shape: (500, 330, 1)\nProcessing mask for image: 2010_000862.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000862.jpg: operands could not be broadcast together with shapes (26473,) (26474,) (26473,) \nProcessing mask for image: 2010_000866.jpg\nMask shape: (360, 480, 1)\nProcessing mask for image: 2010_000870.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000870.jpg: operands could not be broadcast together with shapes (4273,) (4274,) (4273,) \nProcessing mask for image: 2010_000872.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000872.jpg: operands could not be broadcast together with shapes (8730,) (8731,) (8730,) \nProcessing mask for image: 2010_000874.jpg\nMask shape: (500, 315, 1)\nError encoding mask for image 2010_000874.jpg: operands could not be broadcast together with shapes (14308,) (14309,) (14308,) \nProcessing mask for image: 2010_000875.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000879.jpg\nMask shape: (500, 498, 1)\nError encoding mask for image 2010_000879.jpg: operands could not be broadcast together with shapes (5862,) (5863,) (5862,) \nProcessing mask for image: 2010_000883.jpg\nMask shape: (468, 500, 1)\nError encoding mask for image 2010_000883.jpg: operands could not be broadcast together with shapes (5597,) (5598,) (5597,) \nProcessing mask for image: 2010_000889.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_000899.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000904.jpg\nMask shape: (400, 500, 1)\nError encoding mask for image 2010_000904.jpg: operands could not be broadcast together with shapes (4800,) (4801,) (4800,) \nProcessing mask for image: 2010_000907.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000907.jpg: operands could not be broadcast together with shapes (22554,) (22555,) (22554,) \nProcessing mask for image: 2010_000910.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000910.jpg: operands could not be broadcast together with shapes (8249,) (8250,) (8249,) \nProcessing mask for image: 2010_000914.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000914.jpg: operands could not be broadcast together with shapes (15027,) (15028,) (15027,) \nProcessing mask for image: 2010_000920.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000920.jpg: operands could not be broadcast together with shapes (27859,) (27860,) (27859,) \nProcessing mask for image: 2010_000923.jpg\nMask shape: (351, 500, 1)\nProcessing mask for image: 2010_000926.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_000941.jpg\nMask shape: (500, 343, 1)\nError encoding mask for image 2010_000941.jpg: operands could not be broadcast together with shapes (8659,) (8660,) (8659,) \nProcessing mask for image: 2010_000948.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000954.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000954.jpg: operands could not be broadcast together with shapes (21808,) (21809,) (21808,) \nProcessing mask for image: 2010_000968.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000970.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_000970.jpg: operands could not be broadcast together with shapes (7729,) (7730,) (7729,) \nProcessing mask for image: 2010_000971.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000973.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000974.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_000974.jpg: operands could not be broadcast together with shapes (2871,) (2872,) (2871,) \nProcessing mask for image: 2010_000975.jpg\nMask shape: (500, 357, 1)\nProcessing mask for image: 2010_000978.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_000983.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_000989.jpg\nMask shape: (500, 374, 1)\nError encoding mask for image 2010_000989.jpg: operands could not be broadcast together with shapes (2330,) (2331,) (2330,) \nProcessing mask for image: 2010_000996.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001000.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_001000.jpg: operands could not be broadcast together with shapes (3626,) (3627,) (3626,) \nProcessing mask for image: 2010_001002.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001006.jpg\nMask shape: (270, 360, 1)\nProcessing mask for image: 2010_001009.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001010.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001010.jpg: operands could not be broadcast together with shapes (10988,) (10989,) (10988,) \nProcessing mask for image: 2010_001011.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001012.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001021.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001021.jpg: operands could not be broadcast together with shapes (12617,) (12618,) (12617,) \nProcessing mask for image: 2010_001023.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001025.jpg\nMask shape: (382, 500, 1)\nProcessing mask for image: 2010_001030.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001032.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001054.jpg\nMask shape: (349, 500, 1)\nError encoding mask for image 2010_001054.jpg: operands could not be broadcast together with shapes (5160,) (5161,) (5160,) \nProcessing mask for image: 2010_001057.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001057.jpg: operands could not be broadcast together with shapes (18873,) (18874,) (18873,) \nProcessing mask for image: 2010_001063.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001070.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001074.jpg\nMask shape: (269, 359, 1)\nProcessing mask for image: 2010_001076.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001077.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001077.jpg: operands could not be broadcast together with shapes (3294,) (3295,) (3294,) \nProcessing mask for image: 2010_001079.jpg\nMask shape: (341, 500, 1)\nError encoding mask for image 2010_001079.jpg: operands could not be broadcast together with shapes (29519,) (29520,) (29519,) \nProcessing mask for image: 2010_001082.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_001082.jpg: operands could not be broadcast together with shapes (5074,) (5075,) (5074,) \nProcessing mask for image: 2010_001089.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001089.jpg: operands could not be broadcast together with shapes (15570,) (15571,) (15570,) \nProcessing mask for image: 2010_001092.jpg\nMask shape: (312, 500, 1)\nProcessing mask for image: 2010_001094.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001094.jpg: operands could not be broadcast together with shapes (22694,) (22695,) (22694,) \nProcessing mask for image: 2010_001099.jpg\nMask shape: (336, 500, 1)\nProcessing mask for image: 2010_001100.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001103.jpg\nMask shape: (500, 366, 1)\nError encoding mask for image 2010_001103.jpg: operands could not be broadcast together with shapes (2463,) (2464,) (2463,) \nProcessing mask for image: 2010_001112.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001124.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001124.jpg: operands could not be broadcast together with shapes (29590,) (29591,) (29590,) \nProcessing mask for image: 2010_001125.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001140.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001147.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001147.jpg: operands could not be broadcast together with shapes (4784,) (4785,) (4784,) \nProcessing mask for image: 2010_001149.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001154.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001158.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001158.jpg: operands could not be broadcast together with shapes (12206,) (12207,) (12206,) \nProcessing mask for image: 2010_001160.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001172.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001175.jpg\nMask shape: (479, 500, 1)\nProcessing mask for image: 2010_001177.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001179.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001184.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001184.jpg: operands could not be broadcast together with shapes (8351,) (8352,) (8351,) \nProcessing mask for image: 2010_001185.jpg\nMask shape: (176, 250, 1)\nError encoding mask for image 2010_001185.jpg: operands could not be broadcast together with shapes (2942,) (2943,) (2942,) \nProcessing mask for image: 2010_001193.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001195.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001211.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001211.jpg: operands could not be broadcast together with shapes (16452,) (16453,) (16452,) \nProcessing mask for image: 2010_001215.jpg\nMask shape: (312, 500, 1)\nError encoding mask for image 2010_001215.jpg: operands could not be broadcast together with shapes (3826,) (3827,) (3826,) \nProcessing mask for image: 2010_001216.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001216.jpg: operands could not be broadcast together with shapes (7333,) (7334,) (7333,) \nProcessing mask for image: 2010_001218.jpg\nMask shape: (368, 500, 1)\nProcessing mask for image: 2010_001225.jpg\nMask shape: (360, 500, 1)\nError encoding mask for image 2010_001225.jpg: operands could not be broadcast together with shapes (8826,) (8827,) (8826,) \nProcessing mask for image: 2010_001229.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001237.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001240.jpg\nMask shape: (407, 500, 1)\nProcessing mask for image: 2010_001242.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001242.jpg: operands could not be broadcast together with shapes (4876,) (4877,) (4876,) \nProcessing mask for image: 2010_001245.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001247.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001253.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001256.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001256.jpg: operands could not be broadcast together with shapes (19727,) (19728,) (19727,) \nProcessing mask for image: 2010_001257.jpg\nMask shape: (500, 355, 1)\nError encoding mask for image 2010_001257.jpg: operands could not be broadcast together with shapes (9341,) (9342,) (9341,) \nProcessing mask for image: 2010_001264.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001273.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001279.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001282.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001282.jpg: operands could not be broadcast together with shapes (3523,) (3524,) (3523,) \nProcessing mask for image: 2010_001286.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001286.jpg: operands could not be broadcast together with shapes (13612,) (13613,) (13612,) \nProcessing mask for image: 2010_001291.jpg\nMask shape: (500, 336, 1)\nProcessing mask for image: 2010_001292.jpg\nMask shape: (412, 500, 1)\nProcessing mask for image: 2010_001293.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001299.jpg\nMask shape: (500, 279, 1)\nError encoding mask for image 2010_001299.jpg: operands could not be broadcast together with shapes (3924,) (3925,) (3924,) \nProcessing mask for image: 2010_001301.jpg\nMask shape: (339, 500, 1)\nError encoding mask for image 2010_001301.jpg: operands could not be broadcast together with shapes (17920,) (17921,) (17920,) \nProcessing mask for image: 2010_001305.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001305.jpg: operands could not be broadcast together with shapes (2068,) (2069,) (2068,) \nProcessing mask for image: 2010_001311.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_001317.jpg\nMask shape: (371, 500, 1)\nProcessing mask for image: 2010_001325.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_001325.jpg: operands could not be broadcast together with shapes (4082,) (4083,) (4082,) \nProcessing mask for image: 2010_001326.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001326.jpg: operands could not be broadcast together with shapes (10494,) (10495,) (10494,) \nProcessing mask for image: 2010_001328.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2010_001329.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_001329.jpg: operands could not be broadcast together with shapes (1835,) (1836,) (1835,) \nProcessing mask for image: 2010_001331.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001331.jpg: operands could not be broadcast together with shapes (6532,) (6533,) (6532,) \nProcessing mask for image: 2010_001333.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001333.jpg: operands could not be broadcast together with shapes (7234,) (7235,) (7234,) \nProcessing mask for image: 2010_001337.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001339.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001339.jpg: operands could not be broadcast together with shapes (13384,) (13385,) (13384,) \nProcessing mask for image: 2010_001344.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001347.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001347.jpg: operands could not be broadcast together with shapes (17304,) (17305,) (17304,) \nProcessing mask for image: 2010_001351.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001355.jpg\nMask shape: (500, 335, 1)\nProcessing mask for image: 2010_001356.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001361.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001361.jpg: operands could not be broadcast together with shapes (3902,) (3903,) (3902,) \nProcessing mask for image: 2010_001370.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001370.jpg: operands could not be broadcast together with shapes (7036,) (7037,) (7036,) \nProcessing mask for image: 2010_001376.jpg\nMask shape: (245, 300, 1)\nError encoding mask for image 2010_001376.jpg: operands could not be broadcast together with shapes (2397,) (2398,) (2397,) \nProcessing mask for image: 2010_001382.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001382.jpg: operands could not be broadcast together with shapes (5947,) (5948,) (5947,) \nProcessing mask for image: 2010_001385.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001386.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001390.jpg\nMask shape: (305, 500, 1)\nError encoding mask for image 2010_001390.jpg: operands could not be broadcast together with shapes (8050,) (8051,) (8050,) \nProcessing mask for image: 2010_001399.jpg\nMask shape: (326, 500, 1)\nProcessing mask for image: 2010_001401.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001401.jpg: operands could not be broadcast together with shapes (4937,) (4938,) (4937,) \nProcessing mask for image: 2010_001402.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001402.jpg: operands could not be broadcast together with shapes (8872,) (8873,) (8872,) \nProcessing mask for image: 2010_001406.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001407.jpg\nMask shape: (440, 500, 1)\nProcessing mask for image: 2010_001412.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001417.jpg\nMask shape: (500, 361, 1)\nProcessing mask for image: 2010_001418.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001421.jpg\nMask shape: (400, 500, 1)\nError encoding mask for image 2010_001421.jpg: operands could not be broadcast together with shapes (6997,) (6998,) (6997,) \nProcessing mask for image: 2010_001422.jpg\nMask shape: (376, 500, 1)\nError encoding mask for image 2010_001422.jpg: operands could not be broadcast together with shapes (8695,) (8696,) (8695,) \nProcessing mask for image: 2010_001425.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001432.jpg\nMask shape: (500, 321, 1)\nProcessing mask for image: 2010_001435.jpg\nMask shape: (300, 400, 1)\nError encoding mask for image 2010_001435.jpg: operands could not be broadcast together with shapes (1797,) (1798,) (1797,) \nProcessing mask for image: 2010_001450.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001451.jpg\nMask shape: (400, 314, 1)\nError encoding mask for image 2010_001451.jpg: operands could not be broadcast together with shapes (6226,) (6227,) (6226,) \nProcessing mask for image: 2010_001452.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001457.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001461.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001464.jpg\nMask shape: (500, 463, 1)\nError encoding mask for image 2010_001464.jpg: operands could not be broadcast together with shapes (18650,) (18651,) (18650,) \nProcessing mask for image: 2010_001465.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001468.jpg\nMask shape: (355, 500, 1)\nError encoding mask for image 2010_001468.jpg: operands could not be broadcast together with shapes (6041,) (6042,) (6041,) \nProcessing mask for image: 2010_001473.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001487.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001487.jpg: operands could not be broadcast together with shapes (3592,) (3593,) (3592,) \nProcessing mask for image: 2010_001497.jpg\nMask shape: (500, 498, 1)\nProcessing mask for image: 2010_001499.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001499.jpg: operands could not be broadcast together with shapes (7728,) (7729,) (7728,) \nProcessing mask for image: 2010_001503.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001516.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001516.jpg: operands could not be broadcast together with shapes (7039,) (7040,) (7039,) \nProcessing mask for image: 2010_001518.jpg\nMask shape: (354, 500, 1)\nError encoding mask for image 2010_001518.jpg: operands could not be broadcast together with shapes (8320,) (8321,) (8320,) \nProcessing mask for image: 2010_001522.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001529.jpg\nMask shape: (500, 281, 1)\nProcessing mask for image: 2010_001534.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001537.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001543.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001544.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001544.jpg: operands could not be broadcast together with shapes (13214,) (13215,) (13214,) \nProcessing mask for image: 2010_001548.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001548.jpg: operands could not be broadcast together with shapes (11510,) (11511,) (11510,) \nProcessing mask for image: 2010_001555.jpg\nMask shape: (341, 500, 1)\nError encoding mask for image 2010_001555.jpg: operands could not be broadcast together with shapes (7973,) (7974,) (7973,) \nProcessing mask for image: 2010_001557.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001563.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001571.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001571.jpg: operands could not be broadcast together with shapes (22312,) (22313,) (22312,) \nProcessing mask for image: 2010_001577.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001577.jpg: operands could not be broadcast together with shapes (15331,) (15332,) (15331,) \nProcessing mask for image: 2010_001587.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001590.jpg\nMask shape: (302, 500, 1)\nProcessing mask for image: 2010_001595.jpg\nMask shape: (388, 500, 1)\nError encoding mask for image 2010_001595.jpg: operands could not be broadcast together with shapes (16127,) (16128,) (16127,) \nProcessing mask for image: 2010_001596.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001601.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001601.jpg: operands could not be broadcast together with shapes (6485,) (6486,) (6485,) \nProcessing mask for image: 2010_001602.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001607.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001607.jpg: operands could not be broadcast together with shapes (27219,) (27220,) (27219,) \nProcessing mask for image: 2010_001618.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001626.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001626.jpg: operands could not be broadcast together with shapes (8943,) (8944,) (8943,) \nProcessing mask for image: 2010_001633.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001633.jpg: operands could not be broadcast together with shapes (4648,) (4649,) (4648,) \nProcessing mask for image: 2010_001635.jpg\nMask shape: (500, 288, 1)\nError encoding mask for image 2010_001635.jpg: operands could not be broadcast together with shapes (3042,) (3043,) (3042,) \nProcessing mask for image: 2010_001637.jpg\nMask shape: (453, 500, 1)\nError encoding mask for image 2010_001637.jpg: operands could not be broadcast together with shapes (22768,) (22769,) (22768,) \nProcessing mask for image: 2010_001644.jpg\nMask shape: (500, 401, 1)\nError encoding mask for image 2010_001644.jpg: operands could not be broadcast together with shapes (12632,) (12633,) (12632,) \nProcessing mask for image: 2010_001647.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001656.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001656.jpg: operands could not be broadcast together with shapes (5321,) (5322,) (5321,) \nProcessing mask for image: 2010_001659.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001659.jpg: operands could not be broadcast together with shapes (3289,) (3290,) (3289,) \nProcessing mask for image: 2010_001660.jpg\nMask shape: (360, 500, 1)\nProcessing mask for image: 2010_001665.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001671.jpg\nMask shape: (417, 500, 1)\nProcessing mask for image: 2010_001675.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001675.jpg: operands could not be broadcast together with shapes (16555,) (16556,) (16555,) \nProcessing mask for image: 2010_001676.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001679.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_001687.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001689.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001689.jpg: operands could not be broadcast together with shapes (11259,) (11260,) (11259,) \nProcessing mask for image: 2010_001692.jpg\nMask shape: (338, 450, 1)\nProcessing mask for image: 2010_001694.jpg\nMask shape: (358, 500, 1)\nError encoding mask for image 2010_001694.jpg: operands could not be broadcast together with shapes (15429,) (15430,) (15429,) \nProcessing mask for image: 2010_001700.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001700.jpg: operands could not be broadcast together with shapes (21047,) (21048,) (21047,) \nProcessing mask for image: 2010_001705.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001706.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001706.jpg: operands could not be broadcast together with shapes (5266,) (5267,) (5266,) \nProcessing mask for image: 2010_001709.jpg\nMask shape: (377, 500, 1)\nError encoding mask for image 2010_001709.jpg: operands could not be broadcast together with shapes (2200,) (2201,) (2200,) \nProcessing mask for image: 2010_001712.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001715.jpg\nMask shape: (381, 500, 1)\nProcessing mask for image: 2010_001720.jpg\nMask shape: (367, 500, 1)\nError encoding mask for image 2010_001720.jpg: operands could not be broadcast together with shapes (7845,) (7846,) (7845,) \nProcessing mask for image: 2010_001726.jpg\nMask shape: (500, 445, 1)\nProcessing mask for image: 2010_001737.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001737.jpg: operands could not be broadcast together with shapes (4346,) (4347,) (4346,) \nProcessing mask for image: 2010_001744.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2010_001746.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001746.jpg: operands could not be broadcast together with shapes (8774,) (8775,) (8774,) \nProcessing mask for image: 2010_001747.jpg\nMask shape: (500, 314, 1)\nError encoding mask for image 2010_001747.jpg: operands could not be broadcast together with shapes (8126,) (8127,) (8126,) \nProcessing mask for image: 2010_001754.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001754.jpg: operands could not be broadcast together with shapes (6376,) (6377,) (6376,) \nProcessing mask for image: 2010_001756.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001756.jpg: operands could not be broadcast together with shapes (5722,) (5723,) (5722,) \nProcessing mask for image: 2010_001759.jpg\nMask shape: (324, 500, 1)\nError encoding mask for image 2010_001759.jpg: operands could not be broadcast together with shapes (14829,) (14830,) (14829,) \nProcessing mask for image: 2010_001760.jpg\nMask shape: (500, 416, 1)\nProcessing mask for image: 2010_001768.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001776.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001783.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001783.jpg: operands could not be broadcast together with shapes (4992,) (4993,) (4992,) \nProcessing mask for image: 2010_001787.jpg\nMask shape: (500, 396, 1)\nProcessing mask for image: 2010_001794.jpg\nMask shape: (393, 500, 1)\nProcessing mask for image: 2010_001795.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_001796.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001797.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001797.jpg: operands could not be broadcast together with shapes (27939,) (27940,) (27939,) \nProcessing mask for image: 2010_001803.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001803.jpg: operands could not be broadcast together with shapes (739,) (740,) (739,) \nProcessing mask for image: 2010_001827.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001829.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001837.jpg\nMask shape: (500, 332, 1)\nError encoding mask for image 2010_001837.jpg: operands could not be broadcast together with shapes (5765,) (5766,) (5765,) \nProcessing mask for image: 2010_001838.jpg\nMask shape: (480, 500, 1)\nProcessing mask for image: 2010_001841.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_001842.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001842.jpg: operands could not be broadcast together with shapes (11927,) (11928,) (11927,) \nProcessing mask for image: 2010_001843.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001845.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001845.jpg: operands could not be broadcast together with shapes (3475,) (3476,) (3475,) \nProcessing mask for image: 2010_001850.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001852.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_001856.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001856.jpg: operands could not be broadcast together with shapes (11994,) (11995,) (11994,) \nProcessing mask for image: 2010_001858.jpg\nMask shape: (315, 500, 1)\nError encoding mask for image 2010_001858.jpg: operands could not be broadcast together with shapes (3773,) (3774,) (3773,) \nProcessing mask for image: 2010_001863.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001863.jpg: operands could not be broadcast together with shapes (4928,) (4929,) (4928,) \nProcessing mask for image: 2010_001869.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_001869.jpg: operands could not be broadcast together with shapes (9450,) (9451,) (9450,) \nProcessing mask for image: 2010_001881.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001884.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2010_001885.jpg\nMask shape: (426, 500, 1)\nProcessing mask for image: 2010_001891.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001891.jpg: operands could not be broadcast together with shapes (7735,) (7736,) (7735,) \nProcessing mask for image: 2010_001896.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001896.jpg: operands could not be broadcast together with shapes (14039,) (14040,) (14039,) \nProcessing mask for image: 2010_001904.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001908.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001908.jpg: operands could not be broadcast together with shapes (15105,) (15106,) (15105,) \nProcessing mask for image: 2010_001911.jpg\nMask shape: (360, 480, 1)\nError encoding mask for image 2010_001911.jpg: operands could not be broadcast together with shapes (8881,) (8882,) (8881,) \nProcessing mask for image: 2010_001913.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_001913.jpg: operands could not be broadcast together with shapes (1503,) (1504,) (1503,) \nProcessing mask for image: 2010_001924.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001929.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001929.jpg: operands could not be broadcast together with shapes (4427,) (4428,) (4427,) \nProcessing mask for image: 2010_001933.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001934.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001937.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001938.jpg\nMask shape: (336, 448, 1)\nProcessing mask for image: 2010_001939.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001944.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001944.jpg: operands could not be broadcast together with shapes (13414,) (13415,) (13414,) \nProcessing mask for image: 2010_001956.jpg\nMask shape: (500, 359, 1)\nError encoding mask for image 2010_001956.jpg: operands could not be broadcast together with shapes (5354,) (5355,) (5354,) \nProcessing mask for image: 2010_001957.jpg\nMask shape: (409, 500, 1)\nProcessing mask for image: 2010_001968.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_001976.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_001976.jpg: operands could not be broadcast together with shapes (5444,) (5445,) (5444,) \nProcessing mask for image: 2010_001987.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_001994.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_001994.jpg: operands could not be broadcast together with shapes (5866,) (5867,) (5866,) \nProcessing mask for image: 2010_002000.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002000.jpg: operands could not be broadcast together with shapes (1749,) (1750,) (1749,) \nProcessing mask for image: 2010_002005.jpg\nMask shape: (500, 372, 1)\nProcessing mask for image: 2010_002018.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002020.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002020.jpg: operands could not be broadcast together with shapes (6771,) (6772,) (6771,) \nProcessing mask for image: 2010_002022.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_002022.jpg: operands could not be broadcast together with shapes (5562,) (5563,) (5562,) \nProcessing mask for image: 2010_002025.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002026.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_002029.jpg\nMask shape: (397, 500, 1)\nError encoding mask for image 2010_002029.jpg: operands could not be broadcast together with shapes (3473,) (3474,) (3473,) \nProcessing mask for image: 2010_002037.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002039.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002040.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002040.jpg: operands could not be broadcast together with shapes (7954,) (7955,) (7954,) \nProcessing mask for image: 2010_002041.jpg\nMask shape: (281, 500, 1)\nProcessing mask for image: 2010_002042.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002042.jpg: operands could not be broadcast together with shapes (5951,) (5952,) (5951,) \nProcessing mask for image: 2010_002047.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002047.jpg: operands could not be broadcast together with shapes (34102,) (34103,) (34102,) \nProcessing mask for image: 2010_002054.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002054.jpg: operands could not be broadcast together with shapes (7001,) (7002,) (7001,) \nProcessing mask for image: 2010_002057.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002058.jpg\nMask shape: (500, 318, 1)\nProcessing mask for image: 2010_002060.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002067.jpg\nMask shape: (377, 500, 1)\nProcessing mask for image: 2010_002068.jpg\nMask shape: (242, 500, 1)\nProcessing mask for image: 2010_002086.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002089.jpg\nMask shape: (500, 343, 1)\nError encoding mask for image 2010_002089.jpg: operands could not be broadcast together with shapes (7723,) (7724,) (7723,) \nProcessing mask for image: 2010_002095.jpg\nMask shape: (370, 500, 1)\nError encoding mask for image 2010_002095.jpg: operands could not be broadcast together with shapes (8978,) (8979,) (8978,) \nProcessing mask for image: 2010_002098.jpg\nMask shape: (208, 288, 1)\nError encoding mask for image 2010_002098.jpg: operands could not be broadcast together with shapes (4790,) (4791,) (4790,) \nProcessing mask for image: 2010_002105.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002106.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002113.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002118.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002118.jpg: operands could not be broadcast together with shapes (12569,) (12570,) (12569,) \nProcessing mask for image: 2010_002124.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002129.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002130.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002130.jpg: operands could not be broadcast together with shapes (20964,) (20965,) (20964,) \nProcessing mask for image: 2010_002133.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002136.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002137.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002138.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002139.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002139.jpg: operands could not be broadcast together with shapes (7130,) (7131,) (7130,) \nProcessing mask for image: 2010_002143.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002143.jpg: operands could not be broadcast together with shapes (3969,) (3970,) (3969,) \nProcessing mask for image: 2010_002146.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002146.jpg: operands could not be broadcast together with shapes (5455,) (5456,) (5455,) \nProcessing mask for image: 2010_002161.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002167.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002168.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002176.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_002177.jpg\nMask shape: (500, 437, 1)\nError encoding mask for image 2010_002177.jpg: operands could not be broadcast together with shapes (7743,) (7744,) (7743,) \nProcessing mask for image: 2010_002183.jpg\nMask shape: (355, 500, 1)\nError encoding mask for image 2010_002183.jpg: operands could not be broadcast together with shapes (10370,) (10371,) (10370,) \nProcessing mask for image: 2010_002187.jpg\nMask shape: (240, 320, 1)\nProcessing mask for image: 2010_002192.jpg\nMask shape: (359, 500, 1)\nProcessing mask for image: 2010_002204.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002204.jpg: operands could not be broadcast together with shapes (11570,) (11571,) (11570,) \nProcessing mask for image: 2010_002215.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002220.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002220.jpg: operands could not be broadcast together with shapes (4556,) (4557,) (4556,) \nProcessing mask for image: 2010_002221.jpg\nMask shape: (398, 500, 1)\nError encoding mask for image 2010_002221.jpg: operands could not be broadcast together with shapes (11707,) (11708,) (11707,) \nProcessing mask for image: 2010_002224.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002228.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002228.jpg: operands could not be broadcast together with shapes (3441,) (3442,) (3441,) \nProcessing mask for image: 2010_002232.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002232.jpg: operands could not be broadcast together with shapes (11428,) (11429,) (11428,) \nProcessing mask for image: 2010_002243.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002243.jpg: operands could not be broadcast together with shapes (13679,) (13680,) (13679,) \nProcessing mask for image: 2010_002248.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002254.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002255.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002255.jpg: operands could not be broadcast together with shapes (2770,) (2771,) (2770,) \nProcessing mask for image: 2010_002276.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002278.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_002283.jpg\nMask shape: (451, 500, 1)\nError encoding mask for image 2010_002283.jpg: operands could not be broadcast together with shapes (26949,) (26950,) (26949,) \nProcessing mask for image: 2010_002286.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002286.jpg: operands could not be broadcast together with shapes (3545,) (3546,) (3545,) \nProcessing mask for image: 2010_002287.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002287.jpg: operands could not be broadcast together with shapes (5584,) (5585,) (5584,) \nProcessing mask for image: 2010_002294.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002299.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002299.jpg: operands could not be broadcast together with shapes (16258,) (16259,) (16258,) \nProcessing mask for image: 2010_002303.jpg\nMask shape: (500, 342, 1)\nError encoding mask for image 2010_002303.jpg: operands could not be broadcast together with shapes (11375,) (11376,) (11375,) \nProcessing mask for image: 2010_002305.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002307.jpg\nMask shape: (449, 500, 1)\nProcessing mask for image: 2010_002309.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002309.jpg: operands could not be broadcast together with shapes (24265,) (24266,) (24265,) \nProcessing mask for image: 2010_002313.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_002316.jpg\nMask shape: (400, 500, 1)\nError encoding mask for image 2010_002316.jpg: operands could not be broadcast together with shapes (12226,) (12227,) (12226,) \nProcessing mask for image: 2010_002318.jpg\nMask shape: (352, 288, 1)\nProcessing mask for image: 2010_002319.jpg\nMask shape: (500, 358, 1)\nProcessing mask for image: 2010_002320.jpg\nMask shape: (418, 500, 1)\nError encoding mask for image 2010_002320.jpg: operands could not be broadcast together with shapes (10044,) (10045,) (10044,) \nProcessing mask for image: 2010_002332.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_002333.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002338.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002338.jpg: operands could not be broadcast together with shapes (9002,) (9003,) (9002,) \nProcessing mask for image: 2010_002340.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002340.jpg: operands could not be broadcast together with shapes (7304,) (7305,) (7304,) \nProcessing mask for image: 2010_002346.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002346.jpg: operands could not be broadcast together with shapes (24605,) (24606,) (24605,) \nProcessing mask for image: 2010_002348.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002348.jpg: operands could not be broadcast together with shapes (5326,) (5327,) (5326,) \nProcessing mask for image: 2010_002349.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002349.jpg: operands could not be broadcast together with shapes (5444,) (5445,) (5444,) \nProcessing mask for image: 2010_002353.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002354.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002354.jpg: operands could not be broadcast together with shapes (3161,) (3162,) (3161,) \nProcessing mask for image: 2010_002365.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002371.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2010_002378.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002382.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002390.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002390.jpg: operands could not be broadcast together with shapes (8997,) (8998,) (8997,) \nProcessing mask for image: 2010_002391.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002391.jpg: operands could not be broadcast together with shapes (6449,) (6450,) (6449,) \nProcessing mask for image: 2010_002392.jpg\nMask shape: (483, 500, 1)\nProcessing mask for image: 2010_002398.jpg\nMask shape: (310, 500, 1)\nProcessing mask for image: 2010_002399.jpg\nMask shape: (382, 500, 1)\nError encoding mask for image 2010_002399.jpg: operands could not be broadcast together with shapes (6882,) (6883,) (6882,) \nProcessing mask for image: 2010_002406.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002406.jpg: operands could not be broadcast together with shapes (15176,) (15177,) (15176,) \nProcessing mask for image: 2010_002410.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002422.jpg\nMask shape: (400, 500, 1)\nProcessing mask for image: 2010_002425.jpg\nMask shape: (500, 340, 1)\nError encoding mask for image 2010_002425.jpg: operands could not be broadcast together with shapes (7474,) (7475,) (7474,) \nProcessing mask for image: 2010_002448.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002449.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002449.jpg: operands could not be broadcast together with shapes (4364,) (4365,) (4364,) \nProcessing mask for image: 2010_002456.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002458.jpg\nMask shape: (338, 500, 1)\nError encoding mask for image 2010_002458.jpg: operands could not be broadcast together with shapes (5876,) (5877,) (5876,) \nProcessing mask for image: 2010_002459.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002459.jpg: operands could not be broadcast together with shapes (6717,) (6718,) (6717,) \nProcessing mask for image: 2010_002468.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_002472.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002472.jpg: operands could not be broadcast together with shapes (7372,) (7373,) (7372,) \nProcessing mask for image: 2010_002479.jpg\nMask shape: (500, 465, 1)\nError encoding mask for image 2010_002479.jpg: operands could not be broadcast together with shapes (18773,) (18774,) (18773,) \nProcessing mask for image: 2010_002480.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002482.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002485.jpg\nMask shape: (399, 480, 1)\nProcessing mask for image: 2010_002499.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_002501.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002504.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002504.jpg: operands could not be broadcast together with shapes (7635,) (7636,) (7635,) \nProcessing mask for image: 2010_002507.jpg\nMask shape: (377, 500, 1)\nError encoding mask for image 2010_002507.jpg: operands could not be broadcast together with shapes (6745,) (6746,) (6745,) \nProcessing mask for image: 2010_002512.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002512.jpg: operands could not be broadcast together with shapes (4854,) (4855,) (4854,) \nProcessing mask for image: 2010_002518.jpg\nMask shape: (358, 500, 1)\nError encoding mask for image 2010_002518.jpg: operands could not be broadcast together with shapes (11358,) (11359,) (11358,) \nProcessing mask for image: 2010_002527.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002527.jpg: operands could not be broadcast together with shapes (6476,) (6477,) (6476,) \nProcessing mask for image: 2010_002529.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002531.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002533.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_002534.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002534.jpg: operands could not be broadcast together with shapes (4608,) (4609,) (4608,) \nProcessing mask for image: 2010_002543.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002547.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002551.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002551.jpg: operands could not be broadcast together with shapes (9748,) (9749,) (9748,) \nProcessing mask for image: 2010_002552.jpg\nMask shape: (346, 500, 1)\nProcessing mask for image: 2010_002553.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002561.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002562.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002570.jpg\nMask shape: (458, 500, 1)\nProcessing mask for image: 2010_002573.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002573.jpg: operands could not be broadcast together with shapes (7054,) (7055,) (7054,) \nProcessing mask for image: 2010_002580.jpg\nMask shape: (326, 480, 1)\nError encoding mask for image 2010_002580.jpg: operands could not be broadcast together with shapes (5462,) (5463,) (5462,) \nProcessing mask for image: 2010_002582.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002582.jpg: operands could not be broadcast together with shapes (9546,) (9547,) (9546,) \nProcessing mask for image: 2010_002583.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002583.jpg: operands could not be broadcast together with shapes (5564,) (5565,) (5564,) \nProcessing mask for image: 2010_002586.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002586.jpg: operands could not be broadcast together with shapes (3916,) (3917,) (3916,) \nProcessing mask for image: 2010_002587.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002589.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002594.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002594.jpg: operands could not be broadcast together with shapes (21409,) (21410,) (21409,) \nProcessing mask for image: 2010_002601.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002601.jpg: operands could not be broadcast together with shapes (7158,) (7159,) (7158,) \nProcessing mask for image: 2010_002602.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002615.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002615.jpg: operands could not be broadcast together with shapes (7330,) (7331,) (7330,) \nProcessing mask for image: 2010_002616.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002624.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002625.jpg\nMask shape: (400, 500, 1)\nError encoding mask for image 2010_002625.jpg: operands could not be broadcast together with shapes (6522,) (6523,) (6522,) \nProcessing mask for image: 2010_002626.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002628.jpg\nMask shape: (336, 448, 1)\nError encoding mask for image 2010_002628.jpg: operands could not be broadcast together with shapes (6558,) (6559,) (6558,) \nProcessing mask for image: 2010_002631.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002631.jpg: operands could not be broadcast together with shapes (3747,) (3748,) (3747,) \nProcessing mask for image: 2010_002644.jpg\nMask shape: (500, 400, 1)\nError encoding mask for image 2010_002644.jpg: operands could not be broadcast together with shapes (8061,) (8062,) (8061,) \nProcessing mask for image: 2010_002645.jpg\nMask shape: (500, 331, 1)\nProcessing mask for image: 2010_002654.jpg\nMask shape: (368, 500, 1)\nError encoding mask for image 2010_002654.jpg: operands could not be broadcast together with shapes (5573,) (5574,) (5573,) \nProcessing mask for image: 2010_002659.jpg\nMask shape: (428, 480, 1)\nError encoding mask for image 2010_002659.jpg: operands could not be broadcast together with shapes (6396,) (6397,) (6396,) \nProcessing mask for image: 2010_002662.jpg\nMask shape: (470, 500, 1)\nError encoding mask for image 2010_002662.jpg: operands could not be broadcast together with shapes (27557,) (27558,) (27557,) \nProcessing mask for image: 2010_002665.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002674.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002676.jpg\nMask shape: (338, 500, 1)\nProcessing mask for image: 2010_002678.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_002679.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002679.jpg: operands could not be broadcast together with shapes (4654,) (4655,) (4654,) \nProcessing mask for image: 2010_002691.jpg\nMask shape: (367, 500, 1)\nError encoding mask for image 2010_002691.jpg: operands could not be broadcast together with shapes (4460,) (4461,) (4460,) \nProcessing mask for image: 2010_002692.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002693.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002696.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_002696.jpg: operands could not be broadcast together with shapes (6733,) (6734,) (6733,) \nProcessing mask for image: 2010_002701.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002705.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002705.jpg: operands could not be broadcast together with shapes (17212,) (17213,) (17212,) \nProcessing mask for image: 2010_002713.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002716.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002716.jpg: operands could not be broadcast together with shapes (13350,) (13351,) (13350,) \nProcessing mask for image: 2010_002723.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002723.jpg: operands could not be broadcast together with shapes (7176,) (7177,) (7176,) \nProcessing mask for image: 2010_002734.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002734.jpg: operands could not be broadcast together with shapes (2754,) (2755,) (2754,) \nProcessing mask for image: 2010_002736.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002736.jpg: operands could not be broadcast together with shapes (18414,) (18415,) (18414,) \nProcessing mask for image: 2010_002737.jpg\nMask shape: (382, 500, 1)\nError encoding mask for image 2010_002737.jpg: operands could not be broadcast together with shapes (14586,) (14587,) (14586,) \nProcessing mask for image: 2010_002741.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002746.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002750.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002754.jpg\nMask shape: (500, 386, 1)\nError encoding mask for image 2010_002754.jpg: operands could not be broadcast together with shapes (1864,) (1865,) (1864,) \nProcessing mask for image: 2010_002759.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002763.jpg\nMask shape: (500, 353, 1)\nError encoding mask for image 2010_002763.jpg: operands could not be broadcast together with shapes (3658,) (3659,) (3658,) \nProcessing mask for image: 2010_002771.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002771.jpg: operands could not be broadcast together with shapes (10820,) (10821,) (10820,) \nProcessing mask for image: 2010_002775.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002778.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002778.jpg: operands could not be broadcast together with shapes (2259,) (2260,) (2259,) \nProcessing mask for image: 2010_002786.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002789.jpg\nMask shape: (409, 500, 1)\nProcessing mask for image: 2010_002793.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002793.jpg: operands could not be broadcast together with shapes (6019,) (6020,) (6019,) \nProcessing mask for image: 2010_002794.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002797.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002797.jpg: operands could not be broadcast together with shapes (13057,) (13058,) (13057,) \nProcessing mask for image: 2010_002805.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002805.jpg: operands could not be broadcast together with shapes (12040,) (12041,) (12040,) \nProcessing mask for image: 2010_002807.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002808.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002811.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002813.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002813.jpg: operands could not be broadcast together with shapes (9096,) (9097,) (9096,) \nProcessing mask for image: 2010_002817.jpg\nMask shape: (473, 500, 1)\nProcessing mask for image: 2010_002821.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_002821.jpg: operands could not be broadcast together with shapes (4341,) (4342,) (4341,) \nProcessing mask for image: 2010_002822.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_002824.jpg\nMask shape: (500, 427, 1)\nError encoding mask for image 2010_002824.jpg: operands could not be broadcast together with shapes (11047,) (11048,) (11047,) \nProcessing mask for image: 2010_002831.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002834.jpg\nMask shape: (500, 350, 1)\nProcessing mask for image: 2010_002845.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002855.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002856.jpg\nMask shape: (500, 463, 1)\nError encoding mask for image 2010_002856.jpg: operands could not be broadcast together with shapes (13178,) (13179,) (13178,) \nProcessing mask for image: 2010_002857.jpg\nMask shape: (500, 485, 1)\nProcessing mask for image: 2010_002876.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002879.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002884.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002887.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002891.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_002891.jpg: operands could not be broadcast together with shapes (3576,) (3577,) (3576,) \nProcessing mask for image: 2010_002900.jpg\nMask shape: (443, 500, 1)\nError encoding mask for image 2010_002900.jpg: operands could not be broadcast together with shapes (9439,) (9440,) (9439,) \nProcessing mask for image: 2010_002901.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002901.jpg: operands could not be broadcast together with shapes (4793,) (4794,) (4793,) \nProcessing mask for image: 2010_002905.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_002907.jpg\nMask shape: (414, 500, 1)\nError encoding mask for image 2010_002907.jpg: operands could not be broadcast together with shapes (29744,) (29745,) (29744,) \nProcessing mask for image: 2010_002909.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002917.jpg\nMask shape: (322, 500, 1)\nError encoding mask for image 2010_002917.jpg: operands could not be broadcast together with shapes (4442,) (4443,) (4442,) \nProcessing mask for image: 2010_002924.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2010_002938.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002948.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002948.jpg: operands could not be broadcast together with shapes (11745,) (11746,) (11745,) \nProcessing mask for image: 2010_002955.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002960.jpg\nMask shape: (500, 276, 1)\nProcessing mask for image: 2010_002963.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2010_002965.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_002972.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_002973.jpg\nMask shape: (500, 388, 1)\nProcessing mask for image: 2010_002976.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002976.jpg: operands could not be broadcast together with shapes (1102,) (1103,) (1102,) \nProcessing mask for image: 2010_002979.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_002980.jpg\nMask shape: (387, 500, 1)\nProcessing mask for image: 2010_002990.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002990.jpg: operands could not be broadcast together with shapes (3690,) (3691,) (3690,) \nProcessing mask for image: 2010_002993.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_002993.jpg: operands could not be broadcast together with shapes (19069,) (19070,) (19069,) \nProcessing mask for image: 2010_002995.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2010_002995.jpg: operands could not be broadcast together with shapes (10461,) (10462,) (10461,) \nProcessing mask for image: 2010_003007.jpg\nMask shape: (360, 480, 1)\nProcessing mask for image: 2010_003010.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003010.jpg: operands could not be broadcast together with shapes (3608,) (3609,) (3608,) \nProcessing mask for image: 2010_003011.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003013.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003013.jpg: operands could not be broadcast together with shapes (7508,) (7509,) (7508,) \nProcessing mask for image: 2010_003016.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003019.jpg\nMask shape: (380, 500, 1)\nError encoding mask for image 2010_003019.jpg: operands could not be broadcast together with shapes (6232,) (6233,) (6232,) \nProcessing mask for image: 2010_003028.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003028.jpg: operands could not be broadcast together with shapes (23970,) (23971,) (23970,) \nProcessing mask for image: 2010_003032.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003043.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003050.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003050.jpg: operands could not be broadcast together with shapes (5344,) (5345,) (5344,) \nProcessing mask for image: 2010_003055.jpg\nMask shape: (500, 393, 1)\nError encoding mask for image 2010_003055.jpg: operands could not be broadcast together with shapes (5170,) (5171,) (5170,) \nProcessing mask for image: 2010_003056.jpg\nMask shape: (263, 350, 1)\nError encoding mask for image 2010_003056.jpg: operands could not be broadcast together with shapes (2417,) (2418,) (2417,) \nProcessing mask for image: 2010_003060.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003067.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003071.jpg\nMask shape: (340, 340, 1)\nError encoding mask for image 2010_003071.jpg: operands could not be broadcast together with shapes (1957,) (1958,) (1957,) \nProcessing mask for image: 2010_003074.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003077.jpg\nMask shape: (331, 500, 1)\nProcessing mask for image: 2010_003082.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003086.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003094.jpg\nMask shape: (500, 377, 1)\nProcessing mask for image: 2010_003098.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003098.jpg: operands could not be broadcast together with shapes (7587,) (7588,) (7587,) \nProcessing mask for image: 2010_003102.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_003106.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003114.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003133.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003133.jpg: operands could not be broadcast together with shapes (2824,) (2825,) (2824,) \nProcessing mask for image: 2010_003138.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_003146.jpg\nMask shape: (288, 352, 1)\nError encoding mask for image 2010_003146.jpg: operands could not be broadcast together with shapes (4643,) (4644,) (4643,) \nProcessing mask for image: 2010_003147.jpg\nMask shape: (326, 500, 1)\nProcessing mask for image: 2010_003151.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2010_003151.jpg: operands could not be broadcast together with shapes (6279,) (6280,) (6279,) \nProcessing mask for image: 2010_003153.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003162.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003162.jpg: operands could not be broadcast together with shapes (12045,) (12046,) (12045,) \nProcessing mask for image: 2010_003174.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003174.jpg: operands could not be broadcast together with shapes (9992,) (9993,) (9992,) \nProcessing mask for image: 2010_003176.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003183.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003183.jpg: operands could not be broadcast together with shapes (14053,) (14054,) (14053,) \nProcessing mask for image: 2010_003186.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003187.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003187.jpg: operands could not be broadcast together with shapes (4844,) (4845,) (4844,) \nProcessing mask for image: 2010_003190.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003190.jpg: operands could not be broadcast together with shapes (2370,) (2371,) (2370,) \nProcessing mask for image: 2010_003192.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003192.jpg: operands could not be broadcast together with shapes (12620,) (12621,) (12620,) \nProcessing mask for image: 2010_003197.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003197.jpg: operands could not be broadcast together with shapes (7207,) (7208,) (7207,) \nProcessing mask for image: 2010_003201.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003204.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003214.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003214.jpg: operands could not be broadcast together with shapes (9323,) (9324,) (9323,) \nProcessing mask for image: 2010_003222.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003223.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003227.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003227.jpg: operands could not be broadcast together with shapes (14920,) (14921,) (14920,) \nProcessing mask for image: 2010_003230.jpg\nMask shape: (370, 500, 1)\nError encoding mask for image 2010_003230.jpg: operands could not be broadcast together with shapes (6315,) (6316,) (6315,) \nProcessing mask for image: 2010_003232.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003232.jpg: operands could not be broadcast together with shapes (13905,) (13906,) (13905,) \nProcessing mask for image: 2010_003233.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_003233.jpg: operands could not be broadcast together with shapes (4522,) (4523,) (4522,) \nProcessing mask for image: 2010_003238.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003238.jpg: operands could not be broadcast together with shapes (8942,) (8943,) (8942,) \nProcessing mask for image: 2010_003239.jpg\nMask shape: (500, 347, 1)\nProcessing mask for image: 2010_003240.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003240.jpg: operands could not be broadcast together with shapes (12869,) (12870,) (12869,) \nProcessing mask for image: 2010_003244.jpg\nMask shape: (340, 500, 1)\nProcessing mask for image: 2010_003249.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003249.jpg: operands could not be broadcast together with shapes (6147,) (6148,) (6147,) \nProcessing mask for image: 2010_003252.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003253.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003257.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_003257.jpg: operands could not be broadcast together with shapes (12411,) (12412,) (12411,) \nProcessing mask for image: 2010_003269.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003269.jpg: operands could not be broadcast together with shapes (2264,) (2265,) (2264,) \nProcessing mask for image: 2010_003270.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_003270.jpg: operands could not be broadcast together with shapes (33715,) (33716,) (33715,) \nProcessing mask for image: 2010_003275.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2010_003275.jpg: operands could not be broadcast together with shapes (4300,) (4301,) (4300,) \nProcessing mask for image: 2010_003280.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003285.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_003291.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003291.jpg: operands could not be broadcast together with shapes (12949,) (12950,) (12949,) \nProcessing mask for image: 2010_003297.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2010_003297.jpg: operands could not be broadcast together with shapes (5398,) (5399,) (5398,) \nProcessing mask for image: 2010_003299.jpg\nMask shape: (361, 480, 1)\nError encoding mask for image 2010_003299.jpg: operands could not be broadcast together with shapes (3653,) (3654,) (3653,) \nProcessing mask for image: 2010_003300.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003301.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_003309.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003309.jpg: operands could not be broadcast together with shapes (4216,) (4217,) (4216,) \nProcessing mask for image: 2010_003321.jpg\nMask shape: (360, 480, 1)\nProcessing mask for image: 2010_003331.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003331.jpg: operands could not be broadcast together with shapes (1979,) (1980,) (1979,) \nProcessing mask for image: 2010_003333.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003333.jpg: operands could not be broadcast together with shapes (10560,) (10561,) (10560,) \nProcessing mask for image: 2010_003337.jpg\nMask shape: (331, 500, 1)\nProcessing mask for image: 2010_003341.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003341.jpg: operands could not be broadcast together with shapes (5537,) (5538,) (5537,) \nProcessing mask for image: 2010_003342.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003343.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003343.jpg: operands could not be broadcast together with shapes (22438,) (22439,) (22438,) \nProcessing mask for image: 2010_003345.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003351.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003351.jpg: operands could not be broadcast together with shapes (4259,) (4260,) (4259,) \nProcessing mask for image: 2010_003358.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_003366.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003366.jpg: operands could not be broadcast together with shapes (8818,) (8819,) (8818,) \nProcessing mask for image: 2010_003371.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003371.jpg: operands could not be broadcast together with shapes (12851,) (12852,) (12851,) \nProcessing mask for image: 2010_003372.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_003375.jpg\nMask shape: (500, 337, 1)\nProcessing mask for image: 2010_003376.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_003376.jpg: operands could not be broadcast together with shapes (14994,) (14995,) (14994,) \nProcessing mask for image: 2010_003380.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003383.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003383.jpg: operands could not be broadcast together with shapes (8928,) (8929,) (8928,) \nProcessing mask for image: 2010_003391.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003391.jpg: operands could not be broadcast together with shapes (4234,) (4235,) (4234,) \nProcessing mask for image: 2010_003397.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003402.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003406.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003411.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003421.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003421.jpg: operands could not be broadcast together with shapes (5639,) (5640,) (5639,) \nProcessing mask for image: 2010_003427.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003429.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003429.jpg: operands could not be broadcast together with shapes (19755,) (19756,) (19755,) \nProcessing mask for image: 2010_003435.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003436.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003439.jpg\nMask shape: (331, 500, 1)\nProcessing mask for image: 2010_003451.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003465.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003465.jpg: operands could not be broadcast together with shapes (23785,) (23786,) (23785,) \nProcessing mask for image: 2010_003467.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003468.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003477.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003479.jpg\nMask shape: (500, 339, 1)\nProcessing mask for image: 2010_003481.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003481.jpg: operands could not be broadcast together with shapes (2737,) (2738,) (2737,) \nProcessing mask for image: 2010_003483.jpg\nMask shape: (379, 500, 1)\nProcessing mask for image: 2010_003488.jpg\nMask shape: (488, 500, 1)\nError encoding mask for image 2010_003488.jpg: operands could not be broadcast together with shapes (11377,) (11378,) (11377,) \nProcessing mask for image: 2010_003490.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003491.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003491.jpg: operands could not be broadcast together with shapes (3839,) (3840,) (3839,) \nProcessing mask for image: 2010_003493.jpg\nMask shape: (374, 500, 1)\nProcessing mask for image: 2010_003497.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003506.jpg\nMask shape: (397, 500, 1)\nProcessing mask for image: 2010_003507.jpg\nMask shape: (249, 500, 1)\nProcessing mask for image: 2010_003509.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_003509.jpg: operands could not be broadcast together with shapes (4336,) (4337,) (4336,) \nProcessing mask for image: 2010_003513.jpg\nMask shape: (500, 376, 1)\nProcessing mask for image: 2010_003522.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003522.jpg: operands could not be broadcast together with shapes (6371,) (6372,) (6371,) \nProcessing mask for image: 2010_003527.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003527.jpg: operands could not be broadcast together with shapes (5990,) (5991,) (5990,) \nProcessing mask for image: 2010_003532.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003532.jpg: operands could not be broadcast together with shapes (16197,) (16198,) (16197,) \nProcessing mask for image: 2010_003535.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003539.jpg\nMask shape: (500, 487, 1)\nProcessing mask for image: 2010_003541.jpg\nMask shape: (338, 500, 1)\nError encoding mask for image 2010_003541.jpg: operands could not be broadcast together with shapes (4571,) (4572,) (4571,) \nProcessing mask for image: 2010_003551.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003551.jpg: operands could not be broadcast together with shapes (19451,) (19452,) (19451,) \nProcessing mask for image: 2010_003554.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003554.jpg: operands could not be broadcast together with shapes (6627,) (6628,) (6627,) \nProcessing mask for image: 2010_003560.jpg\nMask shape: (317, 470, 1)\nProcessing mask for image: 2010_003567.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003568.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2010_003568.jpg: operands could not be broadcast together with shapes (14030,) (14031,) (14030,) \nProcessing mask for image: 2010_003569.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003573.jpg\nMask shape: (500, 335, 1)\nError encoding mask for image 2010_003573.jpg: operands could not be broadcast together with shapes (10565,) (10566,) (10565,) \nProcessing mask for image: 2010_003576.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_003576.jpg: operands could not be broadcast together with shapes (12029,) (12030,) (12029,) \nProcessing mask for image: 2010_003579.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003582.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003588.jpg\nMask shape: (288, 430, 1)\nProcessing mask for image: 2010_003598.jpg\nMask shape: (500, 350, 1)\nProcessing mask for image: 2010_003629.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003629.jpg: operands could not be broadcast together with shapes (11262,) (11263,) (11262,) \nProcessing mask for image: 2010_003641.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003641.jpg: operands could not be broadcast together with shapes (2797,) (2798,) (2797,) \nProcessing mask for image: 2010_003643.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003645.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003653.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003665.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003665.jpg: operands could not be broadcast together with shapes (8221,) (8222,) (8221,) \nProcessing mask for image: 2010_003670.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003672.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003672.jpg: operands could not be broadcast together with shapes (4211,) (4212,) (4211,) \nProcessing mask for image: 2010_003673.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003675.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003675.jpg: operands could not be broadcast together with shapes (2096,) (2097,) (2096,) \nProcessing mask for image: 2010_003687.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003687.jpg: operands could not be broadcast together with shapes (27060,) (27061,) (27060,) \nProcessing mask for image: 2010_003690.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003690.jpg: operands could not be broadcast together with shapes (18447,) (18448,) (18447,) \nProcessing mask for image: 2010_003696.jpg\nMask shape: (274, 500, 1)\nProcessing mask for image: 2010_003709.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003709.jpg: operands could not be broadcast together with shapes (3636,) (3637,) (3636,) \nProcessing mask for image: 2010_003714.jpg\nMask shape: (300, 500, 1)\nProcessing mask for image: 2010_003721.jpg\nMask shape: (396, 500, 1)\nError encoding mask for image 2010_003721.jpg: operands could not be broadcast together with shapes (6357,) (6358,) (6357,) \nProcessing mask for image: 2010_003725.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003734.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003735.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003735.jpg: operands could not be broadcast together with shapes (5261,) (5262,) (5261,) \nProcessing mask for image: 2010_003742.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003746.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003746.jpg: operands could not be broadcast together with shapes (4801,) (4802,) (4801,) \nProcessing mask for image: 2010_003747.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003752.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003754.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003758.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_003761.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003761.jpg: operands could not be broadcast together with shapes (10802,) (10803,) (10802,) \nProcessing mask for image: 2010_003764.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_003773.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_003774.jpg\nMask shape: (325, 500, 1)\nError encoding mask for image 2010_003774.jpg: operands could not be broadcast together with shapes (9943,) (9944,) (9943,) \nProcessing mask for image: 2010_003781.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003781.jpg: operands could not be broadcast together with shapes (5174,) (5175,) (5174,) \nProcessing mask for image: 2010_003784.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003784.jpg: operands could not be broadcast together with shapes (4898,) (4899,) (4898,) \nProcessing mask for image: 2010_003791.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003791.jpg: operands could not be broadcast together with shapes (13354,) (13355,) (13354,) \nProcessing mask for image: 2010_003792.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003792.jpg: operands could not be broadcast together with shapes (6811,) (6812,) (6811,) \nProcessing mask for image: 2010_003800.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003805.jpg\nMask shape: (500, 340, 1)\nError encoding mask for image 2010_003805.jpg: operands could not be broadcast together with shapes (2878,) (2879,) (2878,) \nProcessing mask for image: 2010_003806.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003806.jpg: operands could not be broadcast together with shapes (16225,) (16226,) (16225,) \nProcessing mask for image: 2010_003818.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003821.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003821.jpg: operands could not be broadcast together with shapes (15595,) (15596,) (15595,) \nProcessing mask for image: 2010_003822.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003822.jpg: operands could not be broadcast together with shapes (5910,) (5911,) (5910,) \nProcessing mask for image: 2010_003823.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_003823.jpg: operands could not be broadcast together with shapes (3595,) (3596,) (3595,) \nProcessing mask for image: 2010_003826.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003837.jpg\nMask shape: (409, 500, 1)\nProcessing mask for image: 2010_003845.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003845.jpg: operands could not be broadcast together with shapes (5131,) (5132,) (5131,) \nProcessing mask for image: 2010_003852.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003852.jpg: operands could not be broadcast together with shapes (20063,) (20064,) (20063,) \nProcessing mask for image: 2010_003859.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003861.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003861.jpg: operands could not be broadcast together with shapes (8340,) (8341,) (8340,) \nProcessing mask for image: 2010_003863.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003863.jpg: operands could not be broadcast together with shapes (7183,) (7184,) (7183,) \nProcessing mask for image: 2010_003865.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003865.jpg: operands could not be broadcast together with shapes (10316,) (10317,) (10316,) \nProcessing mask for image: 2010_003875.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003879.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003884.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003884.jpg: operands could not be broadcast together with shapes (5243,) (5244,) (5243,) \nProcessing mask for image: 2010_003887.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003887.jpg: operands could not be broadcast together with shapes (8900,) (8901,) (8900,) \nProcessing mask for image: 2010_003890.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003890.jpg: operands could not be broadcast together with shapes (26160,) (26161,) (26160,) \nProcessing mask for image: 2010_003891.jpg\nMask shape: (396, 336, 1)\nError encoding mask for image 2010_003891.jpg: operands could not be broadcast together with shapes (2134,) (2135,) (2134,) \nProcessing mask for image: 2010_003894.jpg\nMask shape: (403, 500, 1)\nError encoding mask for image 2010_003894.jpg: operands could not be broadcast together with shapes (12444,) (12445,) (12444,) \nProcessing mask for image: 2010_003898.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003898.jpg: operands could not be broadcast together with shapes (4330,) (4331,) (4330,) \nProcessing mask for image: 2010_003919.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003920.jpg\nMask shape: (488, 476, 1)\nError encoding mask for image 2010_003920.jpg: operands could not be broadcast together with shapes (10898,) (10899,) (10898,) \nProcessing mask for image: 2010_003925.jpg\nMask shape: (353, 500, 1)\nProcessing mask for image: 2010_003928.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003937.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003937.jpg: operands could not be broadcast together with shapes (7849,) (7850,) (7849,) \nProcessing mask for image: 2010_003938.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003938.jpg: operands could not be broadcast together with shapes (3539,) (3540,) (3539,) \nProcessing mask for image: 2010_003939.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003943.jpg\nMask shape: (372, 500, 1)\nProcessing mask for image: 2010_003950.jpg\nMask shape: (288, 384, 1)\nProcessing mask for image: 2010_003954.jpg\nMask shape: (319, 500, 1)\nProcessing mask for image: 2010_003958.jpg\nMask shape: (500, 419, 1)\nProcessing mask for image: 2010_003961.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003966.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003966.jpg: operands could not be broadcast together with shapes (4427,) (4428,) (4427,) \nProcessing mask for image: 2010_003970.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003970.jpg: operands could not be broadcast together with shapes (7221,) (7222,) (7221,) \nProcessing mask for image: 2010_003971.jpg\nMask shape: (500, 411, 1)\nProcessing mask for image: 2010_003974.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003974.jpg: operands could not be broadcast together with shapes (9304,) (9305,) (9304,) \nProcessing mask for image: 2010_003976.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003976.jpg: operands could not be broadcast together with shapes (8018,) (8019,) (8018,) \nProcessing mask for image: 2010_003980.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_003980.jpg: operands could not be broadcast together with shapes (5109,) (5110,) (5109,) \nProcessing mask for image: 2010_003982.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_003982.jpg: operands could not be broadcast together with shapes (1383,) (1384,) (1383,) \nProcessing mask for image: 2010_003987.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003988.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_003996.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_003999.jpg\nMask shape: (400, 500, 1)\nError encoding mask for image 2010_003999.jpg: operands could not be broadcast together with shapes (5850,) (5851,) (5850,) \nProcessing mask for image: 2010_004002.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004002.jpg: operands could not be broadcast together with shapes (5012,) (5013,) (5012,) \nProcessing mask for image: 2010_004007.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_004007.jpg: operands could not be broadcast together with shapes (8765,) (8766,) (8765,) \nProcessing mask for image: 2010_004008.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004008.jpg: operands could not be broadcast together with shapes (3078,) (3079,) (3078,) \nProcessing mask for image: 2010_004011.jpg\nMask shape: (397, 500, 1)\nError encoding mask for image 2010_004011.jpg: operands could not be broadcast together with shapes (6908,) (6909,) (6908,) \nProcessing mask for image: 2010_004017.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004021.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004023.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004030.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004030.jpg: operands could not be broadcast together with shapes (21974,) (21975,) (21974,) \nProcessing mask for image: 2010_004036.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004037.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_004045.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004048.jpg\nMask shape: (500, 421, 1)\nError encoding mask for image 2010_004048.jpg: operands could not be broadcast together with shapes (6741,) (6742,) (6741,) \nProcessing mask for image: 2010_004052.jpg\nMask shape: (369, 500, 1)\nProcessing mask for image: 2010_004060.jpg\nMask shape: (500, 368, 1)\nProcessing mask for image: 2010_004061.jpg\nMask shape: (383, 500, 1)\nError encoding mask for image 2010_004061.jpg: operands could not be broadcast together with shapes (17035,) (17036,) (17035,) \nProcessing mask for image: 2010_004064.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004065.jpg\nMask shape: (392, 500, 1)\nProcessing mask for image: 2010_004067.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004067.jpg: operands could not be broadcast together with shapes (22000,) (22001,) (22000,) \nProcessing mask for image: 2010_004074.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004074.jpg: operands could not be broadcast together with shapes (6037,) (6038,) (6037,) \nProcessing mask for image: 2010_004089.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004092.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004104.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004105.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004107.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004108.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004120.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004121.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004121.jpg: operands could not be broadcast together with shapes (5554,) (5555,) (5554,) \nProcessing mask for image: 2010_004129.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004133.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004133.jpg: operands could not be broadcast together with shapes (5586,) (5587,) (5586,) \nProcessing mask for image: 2010_004140.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004141.jpg\nMask shape: (304, 500, 1)\nProcessing mask for image: 2010_004144.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004145.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004157.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004160.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004160.jpg: operands could not be broadcast together with shapes (10637,) (10638,) (10637,) \nProcessing mask for image: 2010_004161.jpg\nMask shape: (500, 471, 1)\nError encoding mask for image 2010_004161.jpg: operands could not be broadcast together with shapes (5806,) (5807,) (5806,) \nProcessing mask for image: 2010_004162.jpg\nMask shape: (428, 500, 1)\nError encoding mask for image 2010_004162.jpg: operands could not be broadcast together with shapes (20214,) (20215,) (20214,) \nProcessing mask for image: 2010_004163.jpg\nMask shape: (283, 500, 1)\nProcessing mask for image: 2010_004165.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004171.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_004175.jpg\nMask shape: (300, 400, 1)\nProcessing mask for image: 2010_004178.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004179.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004188.jpg\nMask shape: (373, 500, 1)\nProcessing mask for image: 2010_004197.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004204.jpg\nMask shape: (323, 500, 1)\nError encoding mask for image 2010_004204.jpg: operands could not be broadcast together with shapes (16787,) (16788,) (16787,) \nProcessing mask for image: 2010_004209.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004209.jpg: operands could not be broadcast together with shapes (4419,) (4420,) (4419,) \nProcessing mask for image: 2010_004210.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004211.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_004211.jpg: operands could not be broadcast together with shapes (15164,) (15165,) (15164,) \nProcessing mask for image: 2010_004216.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004224.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004225.jpg\nMask shape: (377, 500, 1)\nProcessing mask for image: 2010_004226.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004226.jpg: operands could not be broadcast together with shapes (14086,) (14087,) (14086,) \nProcessing mask for image: 2010_004227.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2010_004228.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004244.jpg\nMask shape: (500, 384, 1)\nError encoding mask for image 2010_004244.jpg: operands could not be broadcast together with shapes (6563,) (6564,) (6563,) \nProcessing mask for image: 2010_004247.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004247.jpg: operands could not be broadcast together with shapes (16784,) (16785,) (16784,) \nProcessing mask for image: 2010_004248.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004257.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004257.jpg: operands could not be broadcast together with shapes (2801,) (2802,) (2801,) \nProcessing mask for image: 2010_004259.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004264.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_004264.jpg: operands could not be broadcast together with shapes (10115,) (10116,) (10115,) \nProcessing mask for image: 2010_004271.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004276.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004279.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004283.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004283.jpg: operands could not be broadcast together with shapes (2516,) (2517,) (2516,) \nProcessing mask for image: 2010_004286.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004296.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004296.jpg: operands could not be broadcast together with shapes (35835,) (35836,) (35835,) \nProcessing mask for image: 2010_004297.jpg\nMask shape: (469, 500, 1)\nProcessing mask for image: 2010_004301.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2010_004304.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004304.jpg: operands could not be broadcast together with shapes (7425,) (7426,) (7425,) \nProcessing mask for image: 2010_004306.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004311.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004320.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_004322.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004325.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004327.jpg\nMask shape: (378, 500, 1)\nProcessing mask for image: 2010_004332.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004332.jpg: operands could not be broadcast together with shapes (20444,) (20445,) (20444,) \nProcessing mask for image: 2010_004335.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004339.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004339.jpg: operands could not be broadcast together with shapes (7200,) (7201,) (7200,) \nProcessing mask for image: 2010_004345.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004346.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004346.jpg: operands could not be broadcast together with shapes (7925,) (7926,) (7925,) \nProcessing mask for image: 2010_004351.jpg\nMask shape: (341, 500, 1)\nError encoding mask for image 2010_004351.jpg: operands could not be broadcast together with shapes (11145,) (11146,) (11145,) \nProcessing mask for image: 2010_004362.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004363.jpg\nMask shape: (338, 400, 1)\nError encoding mask for image 2010_004363.jpg: operands could not be broadcast together with shapes (13163,) (13164,) (13163,) \nProcessing mask for image: 2010_004365.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004366.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004369.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004370.jpg\nMask shape: (270, 360, 1)\nProcessing mask for image: 2010_004371.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004374.jpg\nMask shape: (473, 373, 1)\nError encoding mask for image 2010_004374.jpg: operands could not be broadcast together with shapes (7218,) (7219,) (7218,) \nProcessing mask for image: 2010_004387.jpg\nMask shape: (400, 267, 1)\nProcessing mask for image: 2010_004402.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004402.jpg: operands could not be broadcast together with shapes (2509,) (2510,) (2509,) \nProcessing mask for image: 2010_004415.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004417.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004417.jpg: operands could not be broadcast together with shapes (8837,) (8838,) (8837,) \nProcessing mask for image: 2010_004425.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004425.jpg: operands could not be broadcast together with shapes (12357,) (12358,) (12357,) \nProcessing mask for image: 2010_004428.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004431.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004436.jpg\nMask shape: (361, 500, 1)\nError encoding mask for image 2010_004436.jpg: operands could not be broadcast together with shapes (15138,) (15139,) (15138,) \nProcessing mask for image: 2010_004445.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004448.jpg\nMask shape: (330, 384, 1)\nProcessing mask for image: 2010_004450.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004450.jpg: operands could not be broadcast together with shapes (23696,) (23697,) (23696,) \nProcessing mask for image: 2010_004456.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004457.jpg\nMask shape: (377, 500, 1)\nProcessing mask for image: 2010_004461.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004467.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004476.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004477.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004477.jpg: operands could not be broadcast together with shapes (31833,) (31834,) (31833,) \nProcessing mask for image: 2010_004479.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004492.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004492.jpg: operands could not be broadcast together with shapes (13428,) (13429,) (13428,) \nProcessing mask for image: 2010_004493.jpg\nMask shape: (380, 500, 1)\nProcessing mask for image: 2010_004499.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004499.jpg: operands could not be broadcast together with shapes (7313,) (7314,) (7313,) \nProcessing mask for image: 2010_004501.jpg\nMask shape: (395, 500, 1)\nProcessing mask for image: 2010_004505.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004511.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004511.jpg: operands could not be broadcast together with shapes (11899,) (11900,) (11899,) \nProcessing mask for image: 2010_004514.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_004515.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004518.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004519.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004540.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004540.jpg: operands could not be broadcast together with shapes (2696,) (2697,) (2696,) \nProcessing mask for image: 2010_004542.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004545.jpg\nMask shape: (360, 480, 1)\nProcessing mask for image: 2010_004550.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2010_004550.jpg: operands could not be broadcast together with shapes (4734,) (4735,) (4734,) \nProcessing mask for image: 2010_004553.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004560.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004573.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004573.jpg: operands could not be broadcast together with shapes (4136,) (4137,) (4136,) \nProcessing mask for image: 2010_004575.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004584.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004585.jpg\nMask shape: (266, 400, 1)\nProcessing mask for image: 2010_004586.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004586.jpg: operands could not be broadcast together with shapes (8980,) (8981,) (8980,) \nProcessing mask for image: 2010_004598.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004620.jpg\nMask shape: (378, 500, 1)\nProcessing mask for image: 2010_004621.jpg\nMask shape: (500, 331, 1)\nError encoding mask for image 2010_004621.jpg: operands could not be broadcast together with shapes (2738,) (2739,) (2738,) \nProcessing mask for image: 2010_004628.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004629.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004629.jpg: operands could not be broadcast together with shapes (8090,) (8091,) (8090,) \nProcessing mask for image: 2010_004631.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004634.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004634.jpg: operands could not be broadcast together with shapes (9174,) (9175,) (9174,) \nProcessing mask for image: 2010_004635.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004638.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_004638.jpg: operands could not be broadcast together with shapes (11448,) (11449,) (11448,) \nProcessing mask for image: 2010_004642.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004646.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004646.jpg: operands could not be broadcast together with shapes (9079,) (9080,) (9079,) \nProcessing mask for image: 2010_004655.jpg\nMask shape: (420, 500, 1)\nProcessing mask for image: 2010_004656.jpg\nMask shape: (500, 489, 1)\nError encoding mask for image 2010_004656.jpg: operands could not be broadcast together with shapes (8312,) (8313,) (8312,) \nProcessing mask for image: 2010_004659.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004659.jpg: operands could not be broadcast together with shapes (9402,) (9403,) (9402,) \nProcessing mask for image: 2010_004667.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004667.jpg: operands could not be broadcast together with shapes (5298,) (5299,) (5298,) \nProcessing mask for image: 2010_004672.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_004672.jpg: operands could not be broadcast together with shapes (21302,) (21303,) (21302,) \nProcessing mask for image: 2010_004676.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_004679.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004681.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004681.jpg: operands could not be broadcast together with shapes (4454,) (4455,) (4454,) \nProcessing mask for image: 2010_004683.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004691.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004694.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004694.jpg: operands could not be broadcast together with shapes (14085,) (14086,) (14085,) \nProcessing mask for image: 2010_004704.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004704.jpg: operands could not be broadcast together with shapes (7794,) (7795,) (7794,) \nProcessing mask for image: 2010_004710.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004710.jpg: operands could not be broadcast together with shapes (5852,) (5853,) (5852,) \nProcessing mask for image: 2010_004712.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004712.jpg: operands could not be broadcast together with shapes (4228,) (4229,) (4228,) \nProcessing mask for image: 2010_004717.jpg\nMask shape: (480, 360, 1)\nError encoding mask for image 2010_004717.jpg: operands could not be broadcast together with shapes (3848,) (3849,) (3848,) \nProcessing mask for image: 2010_004722.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004722.jpg: operands could not be broadcast together with shapes (5200,) (5201,) (5200,) \nProcessing mask for image: 2010_004730.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_004730.jpg: operands could not be broadcast together with shapes (10275,) (10276,) (10275,) \nProcessing mask for image: 2010_004733.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004738.jpg\nMask shape: (500, 347, 1)\nProcessing mask for image: 2010_004749.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004749.jpg: operands could not be broadcast together with shapes (11314,) (11315,) (11314,) \nProcessing mask for image: 2010_004750.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2010_004750.jpg: operands could not be broadcast together with shapes (11588,) (11589,) (11588,) \nProcessing mask for image: 2010_004753.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004756.jpg\nMask shape: (500, 400, 1)\nProcessing mask for image: 2010_004760.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004760.jpg: operands could not be broadcast together with shapes (7221,) (7222,) (7221,) \nProcessing mask for image: 2010_004768.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_004768.jpg: operands could not be broadcast together with shapes (5578,) (5579,) (5578,) \nProcessing mask for image: 2010_004770.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004770.jpg: operands could not be broadcast together with shapes (7747,) (7748,) (7747,) \nProcessing mask for image: 2010_004789.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004792.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004795.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004795.jpg: operands could not be broadcast together with shapes (3753,) (3754,) (3753,) \nProcessing mask for image: 2010_004797.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004804.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004804.jpg: operands could not be broadcast together with shapes (5882,) (5883,) (5882,) \nProcessing mask for image: 2010_004807.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004808.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004808.jpg: operands could not be broadcast together with shapes (7499,) (7500,) (7499,) \nProcessing mask for image: 2010_004812.jpg\nMask shape: (347, 500, 1)\nError encoding mask for image 2010_004812.jpg: operands could not be broadcast together with shapes (5194,) (5195,) (5194,) \nProcessing mask for image: 2010_004815.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004816.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004822.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004822.jpg: operands could not be broadcast together with shapes (12332,) (12333,) (12332,) \nProcessing mask for image: 2010_004829.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004830.jpg\nMask shape: (500, 354, 1)\nError encoding mask for image 2010_004830.jpg: operands could not be broadcast together with shapes (3913,) (3914,) (3913,) \nProcessing mask for image: 2010_004832.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004832.jpg: operands could not be broadcast together with shapes (13245,) (13246,) (13245,) \nProcessing mask for image: 2010_004841.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004841.jpg: operands could not be broadcast together with shapes (6687,) (6688,) (6687,) \nProcessing mask for image: 2010_004849.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004849.jpg: operands could not be broadcast together with shapes (13344,) (13345,) (13344,) \nProcessing mask for image: 2010_004856.jpg\nMask shape: (357, 500, 1)\nProcessing mask for image: 2010_004861.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004861.jpg: operands could not be broadcast together with shapes (4764,) (4765,) (4764,) \nProcessing mask for image: 2010_004868.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004868.jpg: operands could not be broadcast together with shapes (7217,) (7218,) (7217,) \nProcessing mask for image: 2010_004874.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_004891.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004891.jpg: operands could not be broadcast together with shapes (5454,) (5455,) (5454,) \nProcessing mask for image: 2010_004896.jpg\nMask shape: (377, 500, 1)\nProcessing mask for image: 2010_004900.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004900.jpg: operands could not be broadcast together with shapes (6154,) (6155,) (6154,) \nProcessing mask for image: 2010_004901.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004908.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2010_004908.jpg: operands could not be broadcast together with shapes (15953,) (15954,) (15953,) \nProcessing mask for image: 2010_004913.jpg\nMask shape: (378, 500, 1)\nError encoding mask for image 2010_004913.jpg: operands could not be broadcast together with shapes (16835,) (16836,) (16835,) \nProcessing mask for image: 2010_004916.jpg\nMask shape: (413, 500, 1)\nProcessing mask for image: 2010_004918.jpg\nMask shape: (362, 500, 1)\nError encoding mask for image 2010_004918.jpg: operands could not be broadcast together with shapes (7019,) (7020,) (7019,) \nProcessing mask for image: 2010_004919.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004922.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004928.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004928.jpg: operands could not be broadcast together with shapes (2318,) (2319,) (2318,) \nProcessing mask for image: 2010_004931.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004933.jpg\nMask shape: (500, 394, 1)\nError encoding mask for image 2010_004933.jpg: operands could not be broadcast together with shapes (15072,) (15073,) (15072,) \nProcessing mask for image: 2010_004945.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_004945.jpg: operands could not be broadcast together with shapes (10049,) (10050,) (10049,) \nProcessing mask for image: 2010_004954.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_004957.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_004957.jpg: operands could not be broadcast together with shapes (4639,) (4640,) (4639,) \nProcessing mask for image: 2010_004959.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004959.jpg: operands could not be broadcast together with shapes (2795,) (2796,) (2795,) \nProcessing mask for image: 2010_004963.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004967.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004967.jpg: operands could not be broadcast together with shapes (6231,) (6232,) (6231,) \nProcessing mask for image: 2010_004968.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_004970.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_004970.jpg: operands could not be broadcast together with shapes (15256,) (15257,) (15256,) \nProcessing mask for image: 2010_004973.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_004989.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005002.jpg\nMask shape: (300, 400, 1)\nError encoding mask for image 2010_005002.jpg: operands could not be broadcast together with shapes (10553,) (10554,) (10553,) \nProcessing mask for image: 2010_005006.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005008.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005011.jpg\nMask shape: (500, 332, 1)\nError encoding mask for image 2010_005011.jpg: operands could not be broadcast together with shapes (4563,) (4564,) (4563,) \nProcessing mask for image: 2010_005017.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005018.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005018.jpg: operands could not be broadcast together with shapes (5790,) (5791,) (5790,) \nProcessing mask for image: 2010_005019.jpg\nMask shape: (384, 500, 1)\nProcessing mask for image: 2010_005021.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005021.jpg: operands could not be broadcast together with shapes (3989,) (3990,) (3989,) \nProcessing mask for image: 2010_005026.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005031.jpg\nMask shape: (463, 432, 1)\nError encoding mask for image 2010_005031.jpg: operands could not be broadcast together with shapes (9117,) (9118,) (9117,) \nProcessing mask for image: 2010_005033.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005035.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_005035.jpg: operands could not be broadcast together with shapes (3129,) (3130,) (3129,) \nProcessing mask for image: 2010_005042.jpg\nMask shape: (354, 500, 1)\nProcessing mask for image: 2010_005048.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005049.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005049.jpg: operands could not be broadcast together with shapes (4206,) (4207,) (4206,) \nProcessing mask for image: 2010_005060.jpg\nMask shape: (395, 500, 1)\nError encoding mask for image 2010_005060.jpg: operands could not be broadcast together with shapes (14145,) (14146,) (14145,) \nProcessing mask for image: 2010_005061.jpg\nMask shape: (500, 370, 1)\nProcessing mask for image: 2010_005062.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005062.jpg: operands could not be broadcast together with shapes (4042,) (4043,) (4042,) \nProcessing mask for image: 2010_005064.jpg\nMask shape: (288, 352, 1)\nProcessing mask for image: 2010_005066.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005072.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005072.jpg: operands could not be broadcast together with shapes (6783,) (6784,) (6783,) \nProcessing mask for image: 2010_005082.jpg\nMask shape: (500, 500, 1)\nError encoding mask for image 2010_005082.jpg: operands could not be broadcast together with shapes (14435,) (14436,) (14435,) \nProcessing mask for image: 2010_005083.jpg\nMask shape: (500, 445, 1)\nError encoding mask for image 2010_005083.jpg: operands could not be broadcast together with shapes (10820,) (10821,) (10820,) \nProcessing mask for image: 2010_005090.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_005090.jpg: operands could not be broadcast together with shapes (23355,) (23356,) (23355,) \nProcessing mask for image: 2010_005098.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005099.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005107.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2010_005108.jpg\nMask shape: (325, 500, 1)\nError encoding mask for image 2010_005108.jpg: operands could not be broadcast together with shapes (6822,) (6823,) (6822,) \nProcessing mask for image: 2010_005109.jpg\nMask shape: (418, 202, 1)\nError encoding mask for image 2010_005109.jpg: operands could not be broadcast together with shapes (1942,) (1943,) (1942,) \nProcessing mask for image: 2010_005115.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_005115.jpg: operands could not be broadcast together with shapes (15152,) (15153,) (15152,) \nProcessing mask for image: 2010_005120.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005120.jpg: operands could not be broadcast together with shapes (8280,) (8281,) (8280,) \nProcessing mask for image: 2010_005128.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005134.jpg\nMask shape: (451, 500, 1)\nProcessing mask for image: 2010_005138.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005143.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005143.jpg: operands could not be broadcast together with shapes (2944,) (2945,) (2944,) \nProcessing mask for image: 2010_005149.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005159.jpg\nMask shape: (500, 424, 1)\nProcessing mask for image: 2010_005160.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005160.jpg: operands could not be broadcast together with shapes (18687,) (18688,) (18687,) \nProcessing mask for image: 2010_005161.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005161.jpg: operands could not be broadcast together with shapes (6805,) (6806,) (6805,) \nProcessing mask for image: 2010_005166.jpg\nMask shape: (274, 500, 1)\nError encoding mask for image 2010_005166.jpg: operands could not be broadcast together with shapes (10029,) (10030,) (10029,) \nProcessing mask for image: 2010_005169.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005169.jpg: operands could not be broadcast together with shapes (24206,) (24207,) (24206,) \nProcessing mask for image: 2010_005174.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005174.jpg: operands could not be broadcast together with shapes (10116,) (10117,) (10116,) \nProcessing mask for image: 2010_005183.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005183.jpg: operands could not be broadcast together with shapes (7325,) (7326,) (7325,) \nProcessing mask for image: 2010_005185.jpg\nMask shape: (500, 400, 1)\nError encoding mask for image 2010_005185.jpg: operands could not be broadcast together with shapes (6486,) (6487,) (6486,) \nProcessing mask for image: 2010_005193.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005201.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005201.jpg: operands could not be broadcast together with shapes (4989,) (4990,) (4989,) \nProcessing mask for image: 2010_005202.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005202.jpg: operands could not be broadcast together with shapes (1526,) (1527,) (1526,) \nProcessing mask for image: 2010_005206.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005208.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005215.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005215.jpg: operands could not be broadcast together with shapes (17513,) (17514,) (17513,) \nProcessing mask for image: 2010_005216.jpg\nMask shape: (400, 266, 1)\nProcessing mask for image: 2010_005222.jpg\nMask shape: (362, 500, 1)\nProcessing mask for image: 2010_005223.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005229.jpg\nMask shape: (400, 293, 1)\nError encoding mask for image 2010_005229.jpg: operands could not be broadcast together with shapes (2567,) (2568,) (2567,) \nProcessing mask for image: 2010_005230.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005232.jpg\nMask shape: (311, 500, 1)\nError encoding mask for image 2010_005232.jpg: operands could not be broadcast together with shapes (9320,) (9321,) (9320,) \nProcessing mask for image: 2010_005238.jpg\nMask shape: (472, 396, 1)\nProcessing mask for image: 2010_005239.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005239.jpg: operands could not be broadcast together with shapes (10053,) (10054,) (10053,) \nProcessing mask for image: 2010_005241.jpg\nMask shape: (500, 399, 1)\nProcessing mask for image: 2010_005242.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005243.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005243.jpg: operands could not be broadcast together with shapes (8286,) (8287,) (8286,) \nProcessing mask for image: 2010_005245.jpg\nMask shape: (500, 367, 1)\nError encoding mask for image 2010_005245.jpg: operands could not be broadcast together with shapes (24484,) (24485,) (24484,) \nProcessing mask for image: 2010_005246.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005250.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005250.jpg: operands could not be broadcast together with shapes (4173,) (4174,) (4173,) \nProcessing mask for image: 2010_005253.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005253.jpg: operands could not be broadcast together with shapes (17737,) (17738,) (17737,) \nProcessing mask for image: 2010_005257.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005258.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005258.jpg: operands could not be broadcast together with shapes (11583,) (11584,) (11583,) \nProcessing mask for image: 2010_005260.jpg\nMask shape: (335, 500, 1)\nProcessing mask for image: 2010_005264.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005264.jpg: operands could not be broadcast together with shapes (13602,) (13603,) (13602,) \nProcessing mask for image: 2010_005270.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005274.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_005275.jpg\nMask shape: (500, 328, 1)\nError encoding mask for image 2010_005275.jpg: operands could not be broadcast together with shapes (2272,) (2273,) (2272,) \nProcessing mask for image: 2010_005276.jpg\nMask shape: (281, 500, 1)\nError encoding mask for image 2010_005276.jpg: operands could not be broadcast together with shapes (6656,) (6657,) (6656,) \nProcessing mask for image: 2010_005285.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_005287.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005292.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_005297.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005306.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005306.jpg: operands could not be broadcast together with shapes (11072,) (11073,) (11072,) \nProcessing mask for image: 2010_005310.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005312.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005312.jpg: operands could not be broadcast together with shapes (7744,) (7745,) (7744,) \nProcessing mask for image: 2010_005317.jpg\nMask shape: (460, 500, 1)\nError encoding mask for image 2010_005317.jpg: operands could not be broadcast together with shapes (8827,) (8828,) (8827,) \nProcessing mask for image: 2010_005330.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005331.jpg\nMask shape: (270, 360, 1)\nError encoding mask for image 2010_005331.jpg: operands could not be broadcast together with shapes (2125,) (2126,) (2125,) \nProcessing mask for image: 2010_005338.jpg\nMask shape: (306, 500, 1)\nError encoding mask for image 2010_005338.jpg: operands could not be broadcast together with shapes (9822,) (9823,) (9822,) \nProcessing mask for image: 2010_005340.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005340.jpg: operands could not be broadcast together with shapes (4560,) (4561,) (4560,) \nProcessing mask for image: 2010_005344.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005361.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005375.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005375.jpg: operands could not be broadcast together with shapes (5644,) (5645,) (5644,) \nProcessing mask for image: 2010_005376.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005376.jpg: operands could not be broadcast together with shapes (2566,) (2567,) (2566,) \nProcessing mask for image: 2010_005384.jpg\nMask shape: (500, 334, 1)\nProcessing mask for image: 2010_005385.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005386.jpg\nMask shape: (500, 332, 1)\nProcessing mask for image: 2010_005391.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_005391.jpg: operands could not be broadcast together with shapes (6415,) (6416,) (6415,) \nProcessing mask for image: 2010_005394.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005406.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_005406.jpg: operands could not be broadcast together with shapes (8044,) (8045,) (8044,) \nProcessing mask for image: 2010_005408.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005408.jpg: operands could not be broadcast together with shapes (19654,) (19655,) (19654,) \nProcessing mask for image: 2010_005416.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005417.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005417.jpg: operands could not be broadcast together with shapes (9923,) (9924,) (9923,) \nProcessing mask for image: 2010_005419.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005419.jpg: operands could not be broadcast together with shapes (13011,) (13012,) (13011,) \nProcessing mask for image: 2010_005421.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005424.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005424.jpg: operands could not be broadcast together with shapes (21806,) (21807,) (21806,) \nProcessing mask for image: 2010_005425.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005425.jpg: operands could not be broadcast together with shapes (3420,) (3421,) (3420,) \nProcessing mask for image: 2010_005434.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005442.jpg\nMask shape: (491, 500, 1)\nError encoding mask for image 2010_005442.jpg: operands could not be broadcast together with shapes (3871,) (3872,) (3871,) \nProcessing mask for image: 2010_005448.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005452.jpg\nMask shape: (342, 500, 1)\nProcessing mask for image: 2010_005456.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005458.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_005462.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005462.jpg: operands could not be broadcast together with shapes (8504,) (8505,) (8504,) \nProcessing mask for image: 2010_005466.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_005466.jpg: operands could not be broadcast together with shapes (14855,) (14856,) (14855,) \nProcessing mask for image: 2010_005467.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005468.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005468.jpg: operands could not be broadcast together with shapes (6053,) (6054,) (6053,) \nProcessing mask for image: 2010_005471.jpg\nMask shape: (500, 332, 1)\nProcessing mask for image: 2010_005475.jpg\nMask shape: (450, 299, 1)\nError encoding mask for image 2010_005475.jpg: operands could not be broadcast together with shapes (5920,) (5921,) (5920,) \nProcessing mask for image: 2010_005482.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_005482.jpg: operands could not be broadcast together with shapes (6892,) (6893,) (6892,) \nProcessing mask for image: 2010_005484.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_005491.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005491.jpg: operands could not be broadcast together with shapes (17134,) (17135,) (17134,) \nProcessing mask for image: 2010_005492.jpg\nMask shape: (415, 500, 1)\nError encoding mask for image 2010_005492.jpg: operands could not be broadcast together with shapes (3345,) (3346,) (3345,) \nProcessing mask for image: 2010_005500.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005505.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005505.jpg: operands could not be broadcast together with shapes (7709,) (7710,) (7709,) \nProcessing mask for image: 2010_005508.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005508.jpg: operands could not be broadcast together with shapes (9403,) (9404,) (9403,) \nProcessing mask for image: 2010_005513.jpg\nMask shape: (466, 500, 1)\nError encoding mask for image 2010_005513.jpg: operands could not be broadcast together with shapes (10527,) (10528,) (10527,) \nProcessing mask for image: 2010_005514.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005514.jpg: operands could not be broadcast together with shapes (26093,) (26094,) (26093,) \nProcessing mask for image: 2010_005519.jpg\nMask shape: (327, 500, 1)\nError encoding mask for image 2010_005519.jpg: operands could not be broadcast together with shapes (19790,) (19791,) (19790,) \nProcessing mask for image: 2010_005522.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005522.jpg: operands could not be broadcast together with shapes (20519,) (20520,) (20519,) \nProcessing mask for image: 2010_005532.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005535.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_005535.jpg: operands could not be broadcast together with shapes (3205,) (3206,) (3205,) \nProcessing mask for image: 2010_005548.jpg\nMask shape: (500, 443, 1)\nError encoding mask for image 2010_005548.jpg: operands could not be broadcast together with shapes (8271,) (8272,) (8271,) \nProcessing mask for image: 2010_005551.jpg\nMask shape: (462, 500, 1)\nError encoding mask for image 2010_005551.jpg: operands could not be broadcast together with shapes (6264,) (6265,) (6264,) \nProcessing mask for image: 2010_005561.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005561.jpg: operands could not be broadcast together with shapes (2988,) (2989,) (2988,) \nProcessing mask for image: 2010_005562.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005562.jpg: operands could not be broadcast together with shapes (31422,) (31423,) (31422,) \nProcessing mask for image: 2010_005566.jpg\nMask shape: (265, 500, 1)\nProcessing mask for image: 2010_005567.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005573.jpg\nMask shape: (332, 500, 1)\nProcessing mask for image: 2010_005575.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005575.jpg: operands could not be broadcast together with shapes (3418,) (3419,) (3418,) \nProcessing mask for image: 2010_005584.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005584.jpg: operands could not be broadcast together with shapes (5805,) (5806,) (5805,) \nProcessing mask for image: 2010_005585.jpg\nMask shape: (500, 371, 1)\nProcessing mask for image: 2010_005592.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005592.jpg: operands could not be broadcast together with shapes (7164,) (7165,) (7164,) \nProcessing mask for image: 2010_005594.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005595.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005595.jpg: operands could not be broadcast together with shapes (21221,) (21222,) (21221,) \nProcessing mask for image: 2010_005601.jpg\nMask shape: (376, 500, 1)\nProcessing mask for image: 2010_005604.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005606.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005612.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005612.jpg: operands could not be broadcast together with shapes (4335,) (4336,) (4335,) \nProcessing mask for image: 2010_005614.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005614.jpg: operands could not be broadcast together with shapes (6098,) (6099,) (6098,) \nProcessing mask for image: 2010_005615.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005615.jpg: operands could not be broadcast together with shapes (6966,) (6967,) (6966,) \nProcessing mask for image: 2010_005625.jpg\nMask shape: (270, 202, 1)\nError encoding mask for image 2010_005625.jpg: operands could not be broadcast together with shapes (4513,) (4514,) (4513,) \nProcessing mask for image: 2010_005627.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_005628.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005629.jpg\nMask shape: (369, 500, 1)\nError encoding mask for image 2010_005629.jpg: operands could not be broadcast together with shapes (5453,) (5454,) (5453,) \nProcessing mask for image: 2010_005635.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005635.jpg: operands could not be broadcast together with shapes (1493,) (1494,) (1493,) \nProcessing mask for image: 2010_005637.jpg\nMask shape: (500, 391, 1)\nError encoding mask for image 2010_005637.jpg: operands could not be broadcast together with shapes (9597,) (9598,) (9597,) \nProcessing mask for image: 2010_005640.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005640.jpg: operands could not be broadcast together with shapes (7198,) (7199,) (7198,) \nProcessing mask for image: 2010_005644.jpg\nMask shape: (334, 500, 1)\nProcessing mask for image: 2010_005647.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005652.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_005652.jpg: operands could not be broadcast together with shapes (4179,) (4180,) (4179,) \nProcessing mask for image: 2010_005657.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005657.jpg: operands could not be broadcast together with shapes (7446,) (7447,) (7446,) \nProcessing mask for image: 2010_005658.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005658.jpg: operands could not be broadcast together with shapes (24013,) (24014,) (24013,) \nProcessing mask for image: 2010_005665.jpg\nMask shape: (500, 399, 1)\nError encoding mask for image 2010_005665.jpg: operands could not be broadcast together with shapes (9609,) (9610,) (9609,) \nProcessing mask for image: 2010_005668.jpg\nMask shape: (412, 500, 1)\nProcessing mask for image: 2010_005669.jpg\nMask shape: (371, 500, 1)\nProcessing mask for image: 2010_005671.jpg\nMask shape: (500, 333, 1)\nError encoding mask for image 2010_005671.jpg: operands could not be broadcast together with shapes (4182,) (4183,) (4182,) \nProcessing mask for image: 2010_005681.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005681.jpg: operands could not be broadcast together with shapes (5477,) (5478,) (5477,) \nProcessing mask for image: 2010_005688.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005696.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005696.jpg: operands could not be broadcast together with shapes (4212,) (4213,) (4212,) \nProcessing mask for image: 2010_005697.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005697.jpg: operands could not be broadcast together with shapes (10768,) (10769,) (10768,) \nProcessing mask for image: 2010_005709.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005709.jpg: operands could not be broadcast together with shapes (6019,) (6020,) (6019,) \nProcessing mask for image: 2010_005712.jpg\nMask shape: (334, 500, 1)\nError encoding mask for image 2010_005712.jpg: operands could not be broadcast together with shapes (2164,) (2165,) (2164,) \nProcessing mask for image: 2010_005716.jpg\nMask shape: (300, 400, 1)\nError encoding mask for image 2010_005716.jpg: operands could not be broadcast together with shapes (1564,) (1565,) (1564,) \nProcessing mask for image: 2010_005719.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_005719.jpg: operands could not be broadcast together with shapes (6141,) (6142,) (6141,) \nProcessing mask for image: 2010_005732.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005732.jpg: operands could not be broadcast together with shapes (12390,) (12391,) (12390,) \nProcessing mask for image: 2010_005733.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005733.jpg: operands could not be broadcast together with shapes (8506,) (8507,) (8506,) \nProcessing mask for image: 2010_005735.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005736.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005738.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005740.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005747.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005747.jpg: operands could not be broadcast together with shapes (13524,) (13525,) (13524,) \nProcessing mask for image: 2010_005748.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_005748.jpg: operands could not be broadcast together with shapes (11356,) (11357,) (11356,) \nProcessing mask for image: 2010_005753.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_005763.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005763.jpg: operands could not be broadcast together with shapes (12852,) (12853,) (12852,) \nProcessing mask for image: 2010_005767.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005775.jpg\nMask shape: (386, 500, 1)\nError encoding mask for image 2010_005775.jpg: operands could not be broadcast together with shapes (4927,) (4928,) (4927,) \nProcessing mask for image: 2010_005777.jpg\nMask shape: (500, 467, 1)\nProcessing mask for image: 2010_005784.jpg\nMask shape: (260, 318, 1)\nProcessing mask for image: 2010_005788.jpg\nMask shape: (330, 500, 1)\nError encoding mask for image 2010_005788.jpg: operands could not be broadcast together with shapes (14460,) (14461,) (14460,) \nProcessing mask for image: 2010_005791.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005791.jpg: operands could not be broadcast together with shapes (5674,) (5675,) (5674,) \nProcessing mask for image: 2010_005794.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005794.jpg: operands could not be broadcast together with shapes (4160,) (4161,) (4160,) \nProcessing mask for image: 2010_005796.jpg\nMask shape: (500, 377, 1)\nError encoding mask for image 2010_005796.jpg: operands could not be broadcast together with shapes (5833,) (5834,) (5833,) \nProcessing mask for image: 2010_005805.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_005806.jpg\nMask shape: (500, 333, 1)\nProcessing mask for image: 2010_005807.jpg\nMask shape: (467, 500, 1)\nProcessing mask for image: 2010_005815.jpg\nMask shape: (327, 500, 1)\nProcessing mask for image: 2010_005820.jpg\nMask shape: (297, 500, 1)\nError encoding mask for image 2010_005820.jpg: operands could not be broadcast together with shapes (8324,) (8325,) (8324,) \nProcessing mask for image: 2010_005821.jpg\nMask shape: (400, 266, 1)\nProcessing mask for image: 2010_005824.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005826.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005826.jpg: operands could not be broadcast together with shapes (6851,) (6852,) (6851,) \nProcessing mask for image: 2010_005833.jpg\nMask shape: (411, 500, 1)\nProcessing mask for image: 2010_005847.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005847.jpg: operands could not be broadcast together with shapes (4500,) (4501,) (4500,) \nProcessing mask for image: 2010_005853.jpg\nMask shape: (500, 336, 1)\nProcessing mask for image: 2010_005854.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005855.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005855.jpg: operands could not be broadcast together with shapes (13838,) (13839,) (13838,) \nProcessing mask for image: 2010_005870.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005874.jpg\nMask shape: (500, 375, 1)\nError encoding mask for image 2010_005874.jpg: operands could not be broadcast together with shapes (4441,) (4442,) (4441,) \nProcessing mask for image: 2010_005882.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005885.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005885.jpg: operands could not be broadcast together with shapes (15675,) (15676,) (15675,) \nProcessing mask for image: 2010_005886.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_005886.jpg: operands could not be broadcast together with shapes (5193,) (5194,) (5193,) \nProcessing mask for image: 2010_005892.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005892.jpg: operands could not be broadcast together with shapes (13671,) (13672,) (13671,) \nProcessing mask for image: 2010_005897.jpg\nMask shape: (350, 500, 1)\nError encoding mask for image 2010_005897.jpg: operands could not be broadcast together with shapes (11037,) (11038,) (11037,) \nProcessing mask for image: 2010_005898.jpg\nMask shape: (302, 500, 1)\nError encoding mask for image 2010_005898.jpg: operands could not be broadcast together with shapes (4054,) (4055,) (4054,) \nProcessing mask for image: 2010_005899.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005899.jpg: operands could not be broadcast together with shapes (9317,) (9318,) (9317,) \nProcessing mask for image: 2010_005903.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005906.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005914.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005919.jpg\nMask shape: (500, 404, 1)\nProcessing mask for image: 2010_005922.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005929.jpg\nMask shape: (288, 352, 1)\nError encoding mask for image 2010_005929.jpg: operands could not be broadcast together with shapes (2730,) (2731,) (2730,) \nProcessing mask for image: 2010_005935.jpg\nMask shape: (358, 500, 1)\nError encoding mask for image 2010_005935.jpg: operands could not be broadcast together with shapes (12760,) (12761,) (12760,) \nProcessing mask for image: 2010_005937.jpg\nMask shape: (332, 500, 1)\nError encoding mask for image 2010_005937.jpg: operands could not be broadcast together with shapes (2356,) (2357,) (2356,) \nProcessing mask for image: 2010_005938.jpg\nMask shape: (374, 500, 1)\nError encoding mask for image 2010_005938.jpg: operands could not be broadcast together with shapes (3163,) (3164,) (3163,) \nProcessing mask for image: 2010_005943.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005948.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005958.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005958.jpg: operands could not be broadcast together with shapes (4896,) (4897,) (4896,) \nProcessing mask for image: 2010_005973.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005975.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005976.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005976.jpg: operands could not be broadcast together with shapes (13720,) (13721,) (13720,) \nProcessing mask for image: 2010_005981.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005982.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005982.jpg: operands could not be broadcast together with shapes (5216,) (5217,) (5216,) \nProcessing mask for image: 2010_005984.jpg\nMask shape: (331, 500, 1)\nError encoding mask for image 2010_005984.jpg: operands could not be broadcast together with shapes (5664,) (5665,) (5664,) \nProcessing mask for image: 2010_005986.jpg\nMask shape: (378, 500, 1)\nError encoding mask for image 2010_005986.jpg: operands could not be broadcast together with shapes (22613,) (22614,) (22613,) \nProcessing mask for image: 2010_005987.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_005991.jpg\nMask shape: (500, 391, 1)\nError encoding mask for image 2010_005991.jpg: operands could not be broadcast together with shapes (8754,) (8755,) (8754,) \nProcessing mask for image: 2010_005992.jpg\nMask shape: (333, 500, 1)\nProcessing mask for image: 2010_005993.jpg\nMask shape: (356, 500, 1)\nError encoding mask for image 2010_005993.jpg: operands could not be broadcast together with shapes (7871,) (7872,) (7871,) \nProcessing mask for image: 2010_005995.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_005995.jpg: operands could not be broadcast together with shapes (1576,) (1577,) (1576,) \nProcessing mask for image: 2010_006009.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_006009.jpg: operands could not be broadcast together with shapes (27402,) (27403,) (27402,) \nProcessing mask for image: 2010_006011.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_006025.jpg\nMask shape: (500, 485, 1)\nError encoding mask for image 2010_006025.jpg: operands could not be broadcast together with shapes (11219,) (11220,) (11219,) \nProcessing mask for image: 2010_006026.jpg\nMask shape: (500, 332, 1)\nProcessing mask for image: 2010_006035.jpg\nMask shape: (353, 470, 1)\nProcessing mask for image: 2010_006040.jpg\nMask shape: (500, 500, 1)\nProcessing mask for image: 2010_006042.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_006057.jpg\nMask shape: (333, 500, 1)\nError encoding mask for image 2010_006057.jpg: operands could not be broadcast together with shapes (6740,) (6741,) (6740,) \nProcessing mask for image: 2010_006058.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_006062.jpg\nMask shape: (335, 500, 1)\nError encoding mask for image 2010_006062.jpg: operands could not be broadcast together with shapes (23988,) (23989,) (23988,) \nProcessing mask for image: 2010_006066.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_006066.jpg: operands could not be broadcast together with shapes (3197,) (3198,) (3197,) \nProcessing mask for image: 2010_006076.jpg\nMask shape: (500, 375, 1)\nProcessing mask for image: 2010_006078.jpg\nMask shape: (373, 480, 1)\nProcessing mask for image: 2010_006079.jpg\nMask shape: (375, 500, 1)\nProcessing mask for image: 2010_006086.jpg\nMask shape: (375, 500, 1)\nError encoding mask for image 2010_006086.jpg: operands could not be broadcast together with shapes (8878,) (8879,) (8878,) \nNumber of rows: 1124\nNumber of columns: 2\n","output_type":"stream"},{"traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mAssertionError\u001b[0m                            Traceback (most recent call last)","\u001b[0;32m<ipython-input-25-32916c1b1cbd>\u001b[0m in \u001b[0;36m<cell line: 67>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     65\u001b[0m \u001b[0;31m# Ensure the DataFrame has 2 columns and 3240 rows\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     66\u001b[0m \u001b[0;32massert\u001b[0m \u001b[0mnum_columns\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"The CSV file must have exactly 2 columns.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 67\u001b[0;31m \u001b[0;32massert\u001b[0m \u001b[0mnum_rows\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m3240\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"The CSV file must have exactly 3240 rows.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     68\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     69\u001b[0m \u001b[0;31m# Save to CSV with the correct column names\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mAssertionError\u001b[0m: The CSV file must have exactly 3240 rows."],"ename":"AssertionError","evalue":"The CSV file must have exactly 3240 rows.","output_type":"error"}],"execution_count":25},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}