{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":3362,"databundleVersionId":31148,"sourceType":"competition"}],"dockerImageVersionId":30646,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"## Cats vs Dogs\n\nI'm probably a little late to the party but I'll give in a shot nontheless. \n\nsince I can't exactly evaluate my neural network now, I'll just rely on the validation result during training. My goal is to achieve a stable 80%ish accuracy during training so I don't really need an explicit testing 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"}}},{"cell_type":"markdown","source":"## Table of contents \n1. [Preprocessing](#preprocessing)\n2. [Neural Network Design](#nndesign)\n3. [Model Training](#training)\n4. [Conclusion](#conclusion)","metadata":{}},{"cell_type":"markdown","source":"## Preprocessing <a class=\"anchor\" id=\"preprocessing\"></a>","metadata":{}},{"cell_type":"code","source":"import zipfile\nimport os\n\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\n\nfrom PIL import Image\nfrom IPython.display import display\n\nimport tensorflow as tf\nfrom keras.preprocessing.image import ImageDataGenerator\nfrom tensorflow.keras.layers import Input, Conv2D, BatchNormalization, Concatenate, MaxPooling2D, Flatten, Dense\nfrom tensorflow.keras.models import Model, Sequential\n\nimport warnings\nwarnings.filterwarnings('ignore')","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:27.980519Z","iopub.execute_input":"2024-03-16T14:20:27.981458Z","iopub.status.idle":"2024-03-16T14:20:27.987993Z","shell.execute_reply.started":"2024-03-16T14:20:27.981407Z","shell.execute_reply":"2024-03-16T14:20:27.986906Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Displaying the input files\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2024-03-16T14:20:27.989840Z","iopub.execute_input":"2024-03-16T14:20:27.990094Z","iopub.status.idle":"2024-03-16T14:20:28.001444Z","shell.execute_reply.started":"2024-03-16T14:20:27.990072Z","shell.execute_reply":"2024-03-16T14:20:28.000377Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"working_dir = \"/kaggle/working\"\ntraining_dir_zip = \"/kaggle/input/dogs-vs-cats/train.zip\"\ntesting_dir_zip = \"/kaggle/input/dogs-vs-cats/test1.zip\"\n\nos.makedirs(working_dir, exist_ok=True)\n\nwith zipfile.ZipFile(training_dir_zip, 'r') as train_zip:\n    train_zip.extractall(working_dir)\n    \nwith zipfile.ZipFile(testing_dir_zip, 'r') as testing_zip:\n    testing_zip.extractall(working_dir)\n    \ntraining_dir = \"/kaggle/working/train\"\ntesting_dir = \"/kaggle/working/test1\"","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:28.002515Z","iopub.execute_input":"2024-03-16T14:20:28.002836Z","iopub.status.idle":"2024-03-16T14:20:36.324292Z","shell.execute_reply.started":"2024-03-16T14:20:28.002812Z","shell.execute_reply":"2024-03-16T14:20:36.323219Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"After unzipping the file and creating the needed directories, I now need to check whether the images have varying sizes","metadata":{}},{"cell_type":"code","source":"images = os.listdir(training_dir)\nprev = Image.open(os.path.join(training_dir, images[0]))\n\ndisplay(prev)\n\nfor image in images[1:]:\n    current = Image.open(os.path.join(training_dir, image))\n    if prev.size != current.size:\n        print('Images have different sizes')\n        break\n    prev = current   ","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:36.325491Z","iopub.execute_input":"2024-03-16T14:20:36.325786Z","iopub.status.idle":"2024-03-16T14:20:36.431638Z","shell.execute_reply.started":"2024-03-16T14:20:36.325762Z","shell.execute_reply":"2024-03-16T14:20:36.430796Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Now I need to create 'cats' and 'dogs' directories in both the training the validation directories","metadata":{}},{"cell_type":"code","source":"cats_train_dir = os.path.join(training_dir, 'cats')\ndogs_train_dir = os.path.join(training_dir, 'dogs')\n\nvalidation_dir = '/kaggle/working/validation'\n\ncats_validate_dir = os.path.join(validation_dir, 'cats')\ndogs_validate_dir = os.path.join(validation_dir, 'dogs')\n\nos.makedirs(cats_train_dir, exist_ok=True)\nos.makedirs(dogs_train_dir, exist_ok=True)\nos.makedirs(validation_dir, exist_ok=True)\nos.makedirs(cats_validate_dir, exist_ok=True)\nos.makedirs(dogs_validate_dir, exist_ok=True)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:36.435004Z","iopub.execute_input":"2024-03-16T14:20:36.435343Z","iopub.status.idle":"2024-03-16T14:20:36.443161Z","shell.execute_reply.started":"2024-03-16T14:20:36.435313Z","shell.execute_reply":"2024-03-16T14:20:36.442228Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"First 20000 values go into training","metadata":{}},{"cell_type":"code","source":"for image in images[:20000]:\n    animal_type = image.split('.')[0]\n    source_file = os.path.join(training_dir, image)\n    \n    match animal_type:\n        case 'cat':\n            destination_file = os.path.join(cats_train_dir, image)\n            \n        case 'dog':\n            destination_file = os.path.join(dogs_train_dir, image)\n            \n    os.rename(source_file, destination_file)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:36.444364Z","iopub.execute_input":"2024-03-16T14:20:36.444700Z","iopub.status.idle":"2024-03-16T14:20:37.034701Z","shell.execute_reply.started":"2024-03-16T14:20:36.444671Z","shell.execute_reply":"2024-03-16T14:20:37.033589Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"The rest are validation (probably too many)","metadata":{}},{"cell_type":"code","source":"for image in images[20000:]:\n    animal_type = image.split('.')[0]\n    source_file = os.path.join(training_dir, image)\n    \n    match animal_type:\n        case 'cat':\n            destination_file = os.path.join(cats_validate_dir, image)\n            \n        case 'dog':\n            destination_file = os.path.join(dogs_validate_dir, image)\n            \n    os.rename(source_file, destination_file)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:37.035835Z","iopub.execute_input":"2024-03-16T14:20:37.036122Z","iopub.status.idle":"2024-03-16T14:20:37.186199Z","shell.execute_reply.started":"2024-03-16T14:20:37.036099Z","shell.execute_reply":"2024-03-16T14:20:37.185378Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Now it's time for creating the generators. For the purpose of increasing the robustness of the model, I'll have the train data generator perform random transformations on the images","metadata":{}},{"cell_type":"code","source":"train_datagen = ImageDataGenerator(\n    rescale=1/255,\n    rotation_range=40,\n    width_shift_range=0.2,\n    height_shift_range=0.2,\n    shear_range=0.2,\n    zoom_range=0.1,\n    horizontal_flip=True,\n    fill_mode='nearest'\n)\n\nvalidation_datagen = ImageDataGenerator(rescale=1/255)\n\ntrain_generator = train_datagen.flow_from_directory(\n    training_dir,\n    target_size=(256, 256),\n    color_mode='rgb',\n    class_mode='binary',\n    batch_size=32)\n\nvalidation_generator = validation_datagen.flow_from_directory(\n    validation_dir,\n    target_size=(256,256),\n    color_mode='rgb',\n    class_mode='binary',\n    batch_size=32\n)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:37.187235Z","iopub.execute_input":"2024-03-16T14:20:37.187555Z","iopub.status.idle":"2024-03-16T14:20:37.869343Z","shell.execute_reply.started":"2024-03-16T14:20:37.187529Z","shell.execute_reply":"2024-03-16T14:20:37.868250Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"I wanted to display the 3 RGB channels of an image becauase why not (also I wanted to see the effects of the train datagen transformations)","metadata":{}},{"cell_type":"code","source":"for x, y in train_generator:\n    img = x[0]\n    red_channel = img[:,:,0]\n    green_channel = img[:,:,1]\n    blue_channel = img[:,:,2]\n    \n    plt.figure(figsize=(15,5))\n    \n    red_image=np.stack([red_channel, np.zeros_like(red_channel), np.zeros_like(red_channel)], axis=-1)\n    green_image=np.stack([np.zeros_like(green_channel), green_channel, np.zeros_like(green_channel)], axis=-1)\n    blue_image=np.stack([np.zeros_like(blue_channel), np.zeros_like(blue_channel), blue_channel], axis=-1)\n                        \n    plt.subplot(1,3,1)\n    plt.imshow(red_image)\n    plt.title('Red Channel')\n    plt.axis('off')\n    \n    plt.subplot(1,3,2)\n    plt.imshow(green_image)\n    plt.title('Green Channel')\n    plt.axis('off')\n    \n    plt.subplot(1,3,3)\n    plt.imshow(blue_image)\n    plt.title('Blue Channel')\n    plt.axis('off')\n\n    break","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:37.870730Z","iopub.execute_input":"2024-03-16T14:20:37.871129Z","iopub.status.idle":"2024-03-16T14:20:38.812986Z","shell.execute_reply.started":"2024-03-16T14:20:37.871089Z","shell.execute_reply":"2024-03-16T14:20:38.811223Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Neural Network Design <a class=\"anchor\" id=\"nndesign\"></a>","metadata":{}},{"cell_type":"markdown","source":"I wanted to test out the robustness of a parallel CNN with varying kernel sizes at each layer since, in theory, it should be able to capture a bigger and more varied feature map at each layer","metadata":{}},{"cell_type":"code","source":"input_shape = (256, 256, 3)\n\ninputs = Input(shape=input_shape)\n\nconv1 = Conv2D(32, (3,3), activation='relu', padding='same')(inputs)\nconv2 = Conv2D(32, (5,5), activation='relu', padding='same')(inputs)\nconv3 = Conv2D(32, (7,7), activation='relu', padding='same')(inputs)\n\nconcatenated1 = Concatenate()([conv1, conv2, conv3])\npooling1 = MaxPooling2D(pool_size=(2,2))(concatenated1) \n\nconv4 = Conv2D(64, (3,3), activation='relu', padding='same')(pooling1)\nconv5 = Conv2D(64, (5,5), activation='relu', padding='same')(pooling1)\nconv6 = Conv2D(64, (7,7), activation='relu', padding='same')(pooling1)\n\nconcatenated2 = Concatenate()([conv4, conv5, conv6])\npooling2 = MaxPooling2D(pool_size=(2,2))(concatenated2)\nflatten = Flatten()(pooling2)\n\ndense1 = Dense(256, activation='relu')(flatten)\ndense2 = Dense(128, activation='relu')(dense1)\ndense3 = Dense(64, activation='relu')(dense2)\noutputs = Dense(1, activation='sigmoid')(dense3)\n\noptimizer = tf.keras.optimizers.Adam(learning_rate=0.0001)\n\nmodel = Model(inputs=inputs, outputs=outputs)\nmodel.compile(optimizer=optimizer, loss='binary_crossentropy', metrics=['accuracy'])\nmodel.summary()","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:20:38.815011Z","iopub.execute_input":"2024-03-16T14:20:38.815328Z","iopub.status.idle":"2024-03-16T14:20:39.547384Z","shell.execute_reply.started":"2024-03-16T14:20:38.815300Z","shell.execute_reply":"2024-03-16T14:20:39.546469Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Model Training <a class=\"anchor\" id=\"training\"></a>","metadata":{}},{"cell_type":"code","source":"train_history = model.fit(\n    train_generator,\n    steps_per_epoch=300,\n    epochs=30,\n    validation_data=validation_generator,\n    validation_steps=100\n)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T14:21:04.744063Z","iopub.execute_input":"2024-03-16T14:21:04.744471Z","iopub.status.idle":"2024-03-16T15:30:20.561877Z","shell.execute_reply.started":"2024-03-16T14:21:04.744440Z","shell.execute_reply":"2024-03-16T15:30:20.560762Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(12,5))\n\nplt.subplot(1,2,1)\nplt.plot(train_history.history['loss'])\nplt.plot(train_history.history['val_loss'], 'ro')\nplt.title('Loss')\nplt.grid(True)\n\nplt.subplot(1,2,2)\nplt.plot(train_history.history['accuracy'])\nplt.plot(train_history.history['val_accuracy'], 'ro')\nplt.title('Accuracy')\nplt.grid(True)","metadata":{"execution":{"iopub.status.busy":"2024-03-16T15:30:42.485469Z","iopub.execute_input":"2024-03-16T15:30:42.486323Z","iopub.status.idle":"2024-03-16T15:30:42.936801Z","shell.execute_reply.started":"2024-03-16T15:30:42.486291Z","shell.execute_reply":"2024-03-16T15:30:42.935679Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"model.save('/kaggle/working/catsVSdogs.h5')","metadata":{"execution":{"iopub.status.busy":"2024-03-16T15:30:55.243404Z","iopub.execute_input":"2024-03-16T15:30:55.244288Z","iopub.status.idle":"2024-03-16T15:31:00.068362Z","shell.execute_reply.started":"2024-03-16T15:30:55.244256Z","shell.execute_reply":"2024-03-16T15:31:00.067492Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Conclusion <a class=\"anchor\" id=\"conclusion\"></a>\n\nThe results look pretty nice. We can see the validation accuracy is actually higher than the training, and its wobbling around 80%. This is probably due to the data augmentation so theres very little evidence of overfitting.\n\nFeel free to ask any questions or to provide any recommendations and I hope you found this notebook useful.","metadata":{}}]}