{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","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"},"kaggle":{"accelerator":"nvidiaTeslaT4","dataSources":[{"sourceId":3362,"databundleVersionId":31148,"sourceType":"competition"}],"dockerImageVersionId":30627,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:40:20.873095Z","iopub.execute_input":"2026-09-12T13:40:20.873434Z","iopub.status.idle":"2026-09-12T13:40:20.880384Z","shell.execute_reply.started":"2026-09-12T13:40:20.873406Z","shell.execute_reply":"2026-09-12T13:40:20.879417Z"}},"outputs":[{"name":"stdout","text":"/kaggle/input/dogs-vs-cats/test1.zip\n/kaggle/input/dogs-vs-cats/train.zip\n/kaggle/input/dogs-vs-cats/sampleSubmission.csv\n","output_type":"stream"}],"execution_count":9},{"cell_type":"code","source":"!python --version","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:40:21.077244Z","iopub.execute_input":"2026-09-12T13:40:21.077935Z","iopub.status.idle":"2026-09-12T13:40:22.066326Z","shell.execute_reply.started":"2026-09-12T13:40:21.077911Z","shell.execute_reply":"2026-09-12T13:40:22.065422Z"}},"outputs":[{"name":"stdout","text":"Python 3.10.12\n","output_type":"stream"}],"execution_count":10},{"cell_type":"code","source":"!uname --all","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:40:22.068042Z","iopub.execute_input":"2026-09-12T13:40:22.068433Z","iopub.status.idle":"2026-09-12T13:40:23.039495Z","shell.execute_reply.started":"2026-09-12T13:40:22.068404Z","shell.execute_reply":"2026-09-12T13:40:23.038607Z"}},"outputs":[{"name":"stdout","text":"Linux ecaf843979e3 6.12.90+ #1 SMP Sat May 30 15:40:53 UTC 2026 x86_64 x86_64 x86_64 GNU/Linux\n","output_type":"stream"}],"execution_count":11},{"cell_type":"code","source":"import os\nprint(os.listdir(\"../input\"))\n\nimport zipfile\n\nwith zipfile.ZipFile(\"/kaggle/input/dogs-vs-cats/test1.zip\",\"r\") as z:\n    z.extractall(\".\")\n    \nwith zipfile.ZipFile(\"/kaggle/input/dogs-vs-cats/train.zip\",\"r\") as z:\n    z.extractall(\".\")","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:40:23.040776Z","iopub.execute_input":"2026-09-12T13:40:23.041484Z","iopub.status.idle":"2026-09-12T13:40:32.251564Z","shell.execute_reply.started":"2026-09-12T13:40:23.041457Z","shell.execute_reply":"2026-09-12T13:40:32.250468Z"},"trusted":true},"outputs":[{"name":"stdout","text":"['dogs-vs-cats']\n","output_type":"stream"}],"execution_count":12},{"cell_type":"code","source":"ls","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:40:32.254044Z","iopub.execute_input":"2026-09-12T13:40:32.25445Z","iopub.status.idle":"2026-09-12T13:40:33.290734Z","shell.execute_reply.started":"2026-09-12T13:40:32.254415Z","shell.execute_reply":"2026-09-12T13:40:33.289717Z"}},"outputs":[{"name":"stdout","text":"\u001b[0m\u001b[01;34mtest1\u001b[0m/  \u001b[01;34mtrain\u001b[0m/\n","output_type":"stream"}],"execution_count":13},{"cell_type":"code","source":"ls 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 \u001b[01;34mtrain\u001b[0m/\n","output_type":"stream"}],"execution_count":20},{"cell_type":"code","source":"ls -U train | head -n 10","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:17.896038Z","iopub.execute_input":"2026-09-12T13:41:17.896427Z","iopub.status.idle":"2026-09-12T13:41:18.941038Z","shell.execute_reply.started":"2026-09-12T13:41:17.896401Z","shell.execute_reply":"2026-09-12T13:41:18.940105Z"}},"outputs":[{"name":"stdout","text":"dog.8531.jpg\ncat.5149.jpg\ndog.7422.jpg\ncat.5041.jpg\ncat.10113.jpg\ncat.3615.jpg\ndog.10471.jpg\ndog.3429.jpg\ncat.2487.jpg\ncat.3430.jpg\nls: write error: Broken pipe\n","output_type":"stream"}],"execution_count":21},{"cell_type":"code","source":"ls -U test1 | head -n 10","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:18.94255Z","iopub.execute_input":"2026-09-12T13:41:18.942909Z","iopub.status.idle":"2026-09-12T13:41:19.9455Z","shell.execute_reply.started":"2026-09-12T13:41:18.942873Z","shell.execute_reply":"2026-09-12T13:41:19.944578Z"}},"outputs":[{"name":"stdout","text":"852.jpg\n5635.jpg\n2854.jpg\n2311.jpg\n1143.jpg\n2848.jpg\n6995.jpg\n1331.jpg\n4325.jpg\n697.jpg\nls: write error: Broken pipe\n","output_type":"stream"}],"execution_count":22},{"cell_type":"code","source":"# plot dog photos from the dogs vs cats dataset\nfrom matplotlib import pyplot\n# from matplotlib import pyplot as plt\nfrom matplotlib.image import imread\n# define location of dataset\nfolder = 'train/'\n# plot first few images\nfor i in range(9):\n\t# define subplot\n\tpyplot.subplot(330 + 1 + i)\n\t# define filename\n\tfilename = folder + 'dog.' + str(i) + '.jpg'\n\t# load image pixels\n\timage = imread(filename)\n\t# plot raw pixel data\n\tpyplot.imshow(image)\n# show the figure\npyplot.show()","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:19.948301Z","iopub.execute_input":"2026-09-12T13:41:19.948677Z","iopub.status.idle":"2026-09-12T13:41:21.004085Z","shell.execute_reply.started":"2026-09-12T13:41:19.948633Z","shell.execute_reply":"2026-09-12T13:41:21.003215Z"},"trusted":true},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 9 Axes>","image/png":"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"},"metadata":{}}],"execution_count":23},{"cell_type":"code","source":"# plot cat photos from the dogs vs cats dataset\nfrom matplotlib import pyplot\nfrom matplotlib.image import imread\n# define location of dataset\nfolder = 'train/'\n# plot first few images\nfor i in range(9):\n\t# define subplot\n\tpyplot.subplot(330 + 1 + i)\n\t# define filename\n\tfilename = folder + 'cat.' + str(i) + '.jpg'\n\t# load image pixels\n\timage = imread(filename)\n\t# plot raw pixel data\n\tpyplot.imshow(image)\n# show the figure\npyplot.show()","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:21.005004Z","iopub.execute_input":"2026-09-12T13:41:21.005284Z","iopub.status.idle":"2026-09-12T13:41:21.959777Z","shell.execute_reply.started":"2026-09-12T13:41:21.00526Z","shell.execute_reply":"2026-09-12T13:41:21.958797Z"},"trusted":true},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 640x480 with 9 Axes>","image/png":"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"},"metadata":{}}],"execution_count":24},{"cell_type":"code","source":"!python --version","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:21.960985Z","iopub.execute_input":"2026-09-12T13:41:21.961372Z","iopub.status.idle":"2026-09-12T13:41:22.931607Z","shell.execute_reply.started":"2026-09-12T13:41:21.961345Z","shell.execute_reply":"2026-09-12T13:41:22.930617Z"}},"outputs":[{"name":"stdout","text":"Python 3.10.12\n","output_type":"stream"}],"execution_count":25},{"cell_type":"code","source":"import tensorflow\nprint(tensorflow.__version__)\n\nimport keras\nprint(keras.__version__)\n\nimport tensorflow.keras\nprint(tensorflow.__version__)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:22.93294Z","iopub.execute_input":"2026-09-12T13:41:22.933568Z","iopub.status.idle":"2026-09-12T13:41:34.354408Z","shell.execute_reply.started":"2026-09-12T13:41:22.933539Z","shell.execute_reply":"2026-09-12T13:41:34.353396Z"}},"outputs":[{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.3\n  warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n","output_type":"stream"},{"name":"stdout","text":"2.13.0\n2.13.1\n2.13.0\n","output_type":"stream"}],"execution_count":26},{"cell_type":"code","source":"# load dogs vs cats dataset, reshape and save to a new file\nfrom os import listdir\nfrom numpy import asarray\nfrom numpy import save\nfrom keras.preprocessing.image import load_img\nfrom keras.preprocessing.image import img_to_array","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:34.355671Z","iopub.execute_input":"2026-09-12T13:41:34.356295Z","iopub.status.idle":"2026-09-12T13:41:34.361028Z","shell.execute_reply.started":"2026-09-12T13:41:34.356268Z","shell.execute_reply":"2026-09-12T13:41:34.359982Z"},"trusted":true},"outputs":[],"execution_count":27},{"cell_type":"markdown","source":"# define location of dataset\nfolder = 'train/'\nphotos, labels = list(), list()\n# enumerate files in the directory\nfor file in listdir(folder):\n\t# determine class\n\toutput = 0.0\n\tif file.startswith('dog'):\n\t\toutput = 1.0\n\t# load image\n\tphoto = load_img(folder + file, target_size=(200, 200))\n\t# convert to numpy array\n\tphoto = img_to_array(photo)\n\t# store\n\tphotos.append(photo)\n\tlabels.append(output)\n# convert to a numpy arrays\nphotos = asarray(photos)\nlabels = asarray(labels)\nprint(photos.shape, labels.shape)\n# save the reshaped photos\nsave('dogs_vs_cats_photos.npy', photos)\nsave('dogs_vs_cats_labels.npy', labels)","metadata":{"execution":{"iopub.status.busy":"2024-01-27T03:36:15.416611Z","iopub.execute_input":"2024-01-27T03:36:15.417128Z","iopub.status.idle":"2024-01-27T03:36:38.886396Z","shell.execute_reply.started":"2024-01-27T03:36:15.417101Z","shell.execute_reply":"2024-01-27T03:36:38.883149Z"}}},{"cell_type":"markdown","source":"# load and confirm the shape\nfrom numpy import load\nphotos = load('dogs_vs_cats_photos.npy')\nlabels = load('dogs_vs_cats_labels.npy')","metadata":{"execution":{"iopub.status.busy":"2024-01-27T03:36:38.88711Z","iopub.status.idle":"2024-01-27T03:36:38.887458Z","shell.execute_reply.started":"2024-01-27T03:36:38.887281Z","shell.execute_reply":"2024-01-27T03:36:38.887296Z"}}},{"cell_type":"code","source":"# organize dataset into a useful structure\nfrom os import makedirs\nfrom os import listdir\nfrom shutil import copyfile\nfrom random import seed\nfrom random import random","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:38.204385Z","iopub.execute_input":"2026-09-12T13:41:38.205249Z","iopub.status.idle":"2026-09-12T13:41:38.209679Z","shell.execute_reply.started":"2026-09-12T13:41:38.205213Z","shell.execute_reply":"2026-09-12T13:41:38.208543Z"},"trusted":true},"outputs":[],"execution_count":28},{"cell_type":"code","source":"# create directories\ndataset_home = 'dataset_dogs_vs_cats/'\nsubdirs = ['train/', 'test/'] #test==>validation\nfor subdir in subdirs:\n    # create label subdirectories\n    labeldirs = ['dogs/', 'cats/']\n    for labldir in labeldirs:\n        newdir = dataset_home + subdir + labldir       \n        makedirs(newdir, exist_ok=True)\n        print(newdir)","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:38.44074Z","iopub.execute_input":"2026-09-12T13:41:38.441062Z","iopub.status.idle":"2026-09-12T13:41:38.448759Z","shell.execute_reply.started":"2026-09-12T13:41:38.441037Z","shell.execute_reply":"2026-09-12T13:41:38.447801Z"},"trusted":true},"outputs":[{"name":"stdout","text":"dataset_dogs_vs_cats/train/dogs/\ndataset_dogs_vs_cats/train/cats/\ndataset_dogs_vs_cats/test/dogs/\ndataset_dogs_vs_cats/test/cats/\n","output_type":"stream"}],"execution_count":29},{"cell_type":"code","source":"ls -l dataset_dogs_vs_cats/train/dogs/ | wc -l","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:38.716102Z","iopub.execute_input":"2026-09-12T13:41:38.716485Z","iopub.status.idle":"2026-09-12T13:41:39.6994Z","shell.execute_reply.started":"2026-09-12T13:41:38.71646Z","shell.execute_reply":"2026-09-12T13:41:39.698447Z"}},"outputs":[{"name":"stdout","text":"1\n","output_type":"stream"}],"execution_count":30},{"cell_type":"code","source":"ls -l","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:39.701268Z","iopub.execute_input":"2026-09-12T13:41:39.701568Z","iopub.status.idle":"2026-09-12T13:41:40.680475Z","shell.execute_reply.started":"2026-09-12T13:41:39.701543Z","shell.execute_reply":"2026-09-12T13:41:40.679232Z"}},"outputs":[{"name":"stdout","text":"total 984\ndrwxr-xr-x 4 root root   4096 Sep 12 13:41 \u001b[0m\u001b[01;34mdataset_dogs_vs_cats\u001b[0m/\ndrwxr-xr-x 2 root root 266240 Sep 12 13:39 \u001b[01;34mtest1\u001b[0m/\ndrwxr-xr-x 2 root root 733184 Sep 12 13:40 \u001b[01;34mtrain\u001b[0m/\n","output_type":"stream"}],"execution_count":31},{"cell_type":"code","source":"ls -l dataset_dogs_vs_cats/train","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:42.453525Z","iopub.execute_input":"2026-09-12T13:41:42.453915Z","iopub.status.idle":"2026-09-12T13:41:43.433519Z","shell.execute_reply.started":"2026-09-12T13:41:42.453882Z","shell.execute_reply":"2026-09-12T13:41:43.432297Z"}},"outputs":[{"name":"stdout","text":"total 8\ndrwxr-xr-x 2 root root 4096 Sep 12 13:41 \u001b[0m\u001b[01;34mcats\u001b[0m/\ndrwxr-xr-x 2 root root 4096 Sep 12 13:41 \u001b[01;34mdogs\u001b[0m/\n","output_type":"stream"}],"execution_count":32},{"cell_type":"code","source":"ls -l dataset_dogs_vs_cats/test #validation","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:43.435441Z","iopub.execute_input":"2026-09-12T13:41:43.435761Z","iopub.status.idle":"2026-09-12T13:41:44.411777Z","shell.execute_reply.started":"2026-09-12T13:41:43.435733Z","shell.execute_reply":"2026-09-12T13:41:44.410497Z"}},"outputs":[{"name":"stdout","text":"total 8\ndrwxr-xr-x 2 root root 4096 Sep 12 13:41 \u001b[0m\u001b[01;34mcats\u001b[0m/\ndrwxr-xr-x 2 root root 4096 Sep 12 13:41 \u001b[01;34mdogs\u001b[0m/\n","output_type":"stream"}],"execution_count":33},{"cell_type":"code","source":"# seed random number generator\nseed(1337)\n# define ratio of pictures to use for validation\nval_ratio = 0.25 #changable\n# copy training dataset images into subdirectories\nsrc_directory = 'train/'\n\nfor file in listdir(src_directory):\n\tsrc = src_directory + '/' + file\n\tdst_dir = 'train/'\n\tif random() < val_ratio:\n\t\tdst_dir = 'test/'\n\tif file.startswith('cat'):\n\t\tdst = dataset_home + dst_dir + 'cats/'  + file\n\t\tcopyfile(src, dst)\n\telif file.startswith('dog'):\n\t\tdst = dataset_home + dst_dir + 'dogs/'  + file\n\t\tcopyfile(src, dst)","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:44.41332Z","iopub.execute_input":"2026-09-12T13:41:44.414042Z","iopub.status.idle":"2026-09-12T13:41:46.461494Z","shell.execute_reply.started":"2026-09-12T13:41:44.414013Z","shell.execute_reply":"2026-09-12T13:41:46.460502Z"},"trusted":true},"outputs":[],"execution_count":34},{"cell_type":"code","source":"print(src)\nprint(dst)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:41:46.464233Z","iopub.execute_input":"2026-09-12T13:41:46.464602Z","iopub.status.idle":"2026-09-12T13:41:46.469657Z","shell.execute_reply.started":"2026-09-12T13:41:46.464569Z","shell.execute_reply":"2026-09-12T13:41:46.468707Z"}},"outputs":[{"name":"stdout","text":"train//cat.3758.jpg\ndataset_dogs_vs_cats/train/cats/cat.3758.jpg\n","output_type":"stream"}],"execution_count":35},{"cell_type":"code","source":"!ls -l dataset_dogs_vs_cats/train/dogs | wc -l\n!ls -l dataset_dogs_vs_cats/train/cats | wc -l","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:46.470847Z","iopub.execute_input":"2026-09-12T13:41:46.471593Z","iopub.status.idle":"2026-09-12T13:41:48.595971Z","shell.execute_reply.started":"2026-09-12T13:41:46.47157Z","shell.execute_reply":"2026-09-12T13:41:48.594964Z"},"trusted":true},"outputs":[{"name":"stdout","text":"9382\n9298\n","output_type":"stream"}],"execution_count":36},{"cell_type":"code","source":"#validation set\n!ls -l dataset_dogs_vs_cats/test/dogs | wc -l\n!ls -l dataset_dogs_vs_cats/test/cats | wc -l","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:41:48.597458Z","iopub.execute_input":"2026-09-12T13:41:48.597802Z","iopub.status.idle":"2026-09-12T13:41:50.668447Z","shell.execute_reply.started":"2026-09-12T13:41:48.597772Z","shell.execute_reply":"2026-09-12T13:41:50.667114Z"},"trusted":true},"outputs":[{"name":"stdout","text":"3120\n3204\n","output_type":"stream"}],"execution_count":37},{"cell_type":"code","source":"!pip -q install livelossplot==0.5.5","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:42:11.723855Z","iopub.execute_input":"2026-09-12T13:42:11.724755Z","iopub.status.idle":"2026-09-12T13:42:21.555248Z","shell.execute_reply.started":"2026-09-12T13:42:11.724714Z","shell.execute_reply":"2026-09-12T13:42:21.554054Z"},"trusted":true},"outputs":[],"execution_count":38},{"cell_type":"code","source":"from livelossplot import PlotLossesKeras","metadata":{"execution":{"iopub.status.busy":"2026-09-12T13:42:21.556992Z","iopub.execute_input":"2026-09-12T13:42:21.557738Z","iopub.status.idle":"2026-09-12T13:42:21.574515Z","shell.execute_reply.started":"2026-09-12T13:42:21.557705Z","shell.execute_reply":"2026-09-12T13:42:21.573497Z"},"trusted":true},"outputs":[],"execution_count":39},{"cell_type":"markdown","source":"Prepare Final Dataset","metadata":{}},{"cell_type":"markdown","source":"# Start tutorial\n# Develop a Baseline CNN Model","metadata":{}},{"cell_type":"code","source":"# https://keras.io/api/applications/","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:21.575662Z","iopub.execute_input":"2026-09-12T13:42:21.575915Z","iopub.status.idle":"2026-09-12T13:42:21.580311Z","shell.execute_reply.started":"2026-09-12T13:42:21.575894Z","shell.execute_reply":"2026-09-12T13:42:21.579399Z"}},"outputs":[],"execution_count":40},{"cell_type":"code","source":"# baseline model for the dogs vs cats dataset\nimport sys\nfrom matplotlib import pyplot\nfrom keras.utils import to_categorical\nfrom keras.models import Sequential\nfrom keras.layers import Conv2D\nfrom keras.layers import MaxPooling2D\nfrom keras.layers import Dense\nfrom keras.layers import Flatten\nfrom keras.optimizers import SGD\nfrom keras.preprocessing.image import ImageDataGenerator","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:21.582275Z","iopub.execute_input":"2026-09-12T13:42:21.582572Z","iopub.status.idle":"2026-09-12T13:42:21.590694Z","shell.execute_reply.started":"2026-09-12T13:42:21.58255Z","shell.execute_reply":"2026-09-12T13:42:21.589796Z"}},"outputs":[],"execution_count":41},{"cell_type":"code","source":"model = Sequential()\ntype(model)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:21.591901Z","iopub.execute_input":"2026-09-12T13:42:21.592105Z","iopub.status.idle":"2026-09-12T13:42:23.08713Z","shell.execute_reply.started":"2026-09-12T13:42:21.592087Z","shell.execute_reply":"2026-09-12T13:42:23.086325Z"}},"outputs":[{"execution_count":42,"output_type":"execute_result","data":{"text/plain":"keras.src.engine.sequential.Sequential"},"metadata":{}}],"execution_count":42},{"cell_type":"code","source":"model = Sequential()\n\nmodel.add(Conv2D(32,\n                 (3, 3),\n                 activation='relu',\n                 input_shape=(200, 200, 3)\n                )\n         )\n\nmodel.add(MaxPooling2D((2, 2)))\n\nmodel.add(Flatten())\n\nmodel.add(Dense(128, activation='relu'))\n\nmodel.add(Dense(1, activation='sigmoid'))\n\nprint(model.summary())","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.088313Z","iopub.execute_input":"2026-09-12T13:42:23.088841Z","iopub.status.idle":"2026-09-12T13:42:23.211968Z","shell.execute_reply.started":"2026-09-12T13:42:23.088815Z","shell.execute_reply":"2026-09-12T13:42:23.210957Z"}},"outputs":[{"name":"stdout","text":"Model: \"sequential_1\"\n_________________________________________________________________\n Layer (type)                Output Shape              Param #   \n=================================================================\n conv2d (Conv2D)             (None, 198, 198, 32)      896       \n                                                                 \n max_pooling2d (MaxPooling2  (None, 99, 99, 32)        0         \n D)                                                              \n                                                                 \n flatten (Flatten)           (None, 313632)            0         \n                                                                 \n dense (Dense)               (None, 128)               40145024  \n                                                                 \n dense_1 (Dense)             (None, 1)                 129       \n                                                                 \n=================================================================\nTotal params: 40146049 (153.15 MB)\nTrainable params: 40146049 (153.15 MB)\nNon-trainable params: 0 (0.00 Byte)\n_________________________________________________________________\nNone\n","output_type":"stream"}],"execution_count":43},{"cell_type":"code","source":"model = Sequential()\n\nmodel.add(Conv2D(32,\n                 (3, 3),\n                 activation='relu',\n                 input_shape=(200, 200, 3)\n                )\n         )\n\nmodel.add(MaxPooling2D((2, 2)))\n\nmodel.add(Flatten())\n\nmodel.add(Dense(128, activation='relu'))\n\nmodel.add(Dense(2, activation='softmax'))\n\nprint(model.summary())","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.213301Z","iopub.execute_input":"2026-09-12T13:42:23.213662Z","iopub.status.idle":"2026-09-12T13:42:23.293255Z","shell.execute_reply.started":"2026-09-12T13:42:23.213628Z","shell.execute_reply":"2026-09-12T13:42:23.292352Z"}},"outputs":[{"name":"stdout","text":"Model: \"sequential_2\"\n_________________________________________________________________\n Layer (type)                Output Shape              Param #   \n=================================================================\n conv2d_1 (Conv2D)           (None, 198, 198, 32)      896       \n                                                                 \n max_pooling2d_1 (MaxPoolin  (None, 99, 99, 32)        0         \n g2D)                                                            \n                                                                 \n flatten_1 (Flatten)         (None, 313632)            0         \n                                                                 \n dense_2 (Dense)             (None, 128)               40145024  \n                                                                 \n dense_3 (Dense)             (None, 2)                 258       \n                                                                 \n=================================================================\nTotal params: 40146178 (153.15 MB)\nTrainable params: 40146178 (153.15 MB)\nNon-trainable params: 0 (0.00 Byte)\n_________________________________________________________________\nNone\n","output_type":"stream"}],"execution_count":44},{"cell_type":"code","source":"# define cnn model\ndef define_model_1():\n\tmodel = Sequential()\n\tmodel.add(Conv2D(32, (3, 3), activation='relu', kernel_initializer='he_uniform', padding='same', input_shape=(200, 200, 3)))\n\tmodel.add(MaxPooling2D((2, 2)))\n\tmodel.add(Flatten())\n\tmodel.add(Dense(128, activation='relu', kernel_initializer='he_uniform'))\n\tmodel.add(Dense(1, activation='sigmoid'))\n\t# compile model\n\topt = SGD(lr=0.001, momentum=0.9)\n\tmodel.compile(optimizer=opt, loss='binary_crossentropy', metrics=['accuracy'])\n\treturn model","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.294401Z","iopub.execute_input":"2026-09-12T13:42:23.294661Z","iopub.status.idle":"2026-09-12T13:42:23.612623Z","shell.execute_reply.started":"2026-09-12T13:42:23.294639Z","shell.execute_reply":"2026-09-12T13:42:23.61152Z"}},"outputs":[],"execution_count":45},{"cell_type":"code","source":"model_1 = define_model_1()\nprint(model_1.summary())","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.613977Z","iopub.execute_input":"2026-09-12T13:42:23.614328Z","iopub.status.idle":"2026-09-12T13:42:23.686326Z","shell.execute_reply.started":"2026-09-12T13:42:23.614304Z","shell.execute_reply":"2026-09-12T13:42:23.685498Z"}},"outputs":[{"name":"stdout","text":"Model: \"sequential_3\"\n_________________________________________________________________\n Layer (type)                Output Shape              Param #   \n=================================================================\n conv2d_2 (Conv2D)           (None, 200, 200, 32)      896       \n                                                                 \n max_pooling2d_2 (MaxPoolin  (None, 100, 100, 32)      0         \n g2D)                                                            \n                                                                 \n flatten_2 (Flatten)         (None, 320000)            0         \n                                                                 \n dense_4 (Dense)             (None, 128)               40960128  \n                                                                 \n dense_5 (Dense)             (None, 1)                 129       \n                                                                 \n=================================================================\nTotal params: 40961153 (156.25 MB)\nTrainable params: 40961153 (156.25 MB)\nNon-trainable params: 0 (0.00 Byte)\n_________________________________________________________________\nNone\n","output_type":"stream"}],"execution_count":46},{"cell_type":"code","source":"# plot diagnostic learning curves\ndef summarize_diagnostics(history):\n    # plot loss\n    pyplot.subplot(211)\n    pyplot.title('Cross Entropy Loss')\n    pyplot.plot(history.history['loss'], color='blue', label='train')\n    pyplot.plot(history.history['val_loss'], color='orange', label='test')\n    # plot accuracy\n    pyplot.subplot(212)\n    pyplot.title('Classification Accuracy')\n    pyplot.plot(history.history['accuracy'], color='blue', label='train')\n    pyplot.plot(history.history['val_accuracy'], color='orange', label='test')\n    pyplot.show()\n    \n    # save plot to file\n    filename = sys.argv[0].split('/')[-1]\n    pyplot.savefig(filename + '_plot.png') \n    pyplot.close()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.689666Z","iopub.execute_input":"2026-09-12T13:42:23.690374Z","iopub.status.idle":"2026-09-12T13:42:23.697944Z","shell.execute_reply.started":"2026-09-12T13:42:23.690337Z","shell.execute_reply":"2026-09-12T13:42:23.69705Z"}},"outputs":[],"execution_count":47},{"cell_type":"code","source":"# run the test harness for evaluating a model, not recommend to call this function\ndef run_test_harness():\n\t# define model\n\tmodel = define_model()\n\t# create data generator\n\tdatagen = ImageDataGenerator(rescale=1.0/255.0)\n\t# prepare iterators\n\ttrain_it = datagen.flow_from_directory('dataset_dogs_vs_cats/train/',\n\t\tclass_mode='binary', batch_size=64, target_size=(200, 200))\n\ttest_it = datagen.flow_from_directory('dataset_dogs_vs_cats/test/',\n\t\tclass_mode='binary', batch_size=64, target_size=(200, 200))\n\t# fit model\n\thistory = model.fit_generator(train_it, steps_per_epoch=len(train_it),\n\t\tvalidation_data=test_it, validation_steps=len(test_it), epochs=20, verbose=0)\n\t# evaluate model\n\t_, acc = model.evaluate_generator(test_it, steps=len(test_it), verbose=0)\n\tprint('> %.3f' % (acc * 100.0))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.699132Z","iopub.execute_input":"2026-09-12T13:42:23.70132Z","iopub.status.idle":"2026-09-12T13:42:23.709396Z","shell.execute_reply.started":"2026-09-12T13:42:23.701295Z","shell.execute_reply":"2026-09-12T13:42:23.708625Z"}},"outputs":[],"execution_count":48},{"cell_type":"code","source":"model_1 = define_model_1()\nprint(model_1.summary())","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.710475Z","iopub.execute_input":"2026-09-12T13:42:23.71082Z","iopub.status.idle":"2026-09-12T13:42:23.779924Z","shell.execute_reply.started":"2026-09-12T13:42:23.710789Z","shell.execute_reply":"2026-09-12T13:42:23.779057Z"}},"outputs":[{"name":"stdout","text":"Model: \"sequential_4\"\n_________________________________________________________________\n Layer (type)                Output Shape              Param #   \n=================================================================\n conv2d_3 (Conv2D)           (None, 200, 200, 32)      896       \n                                                                 \n max_pooling2d_3 (MaxPoolin  (None, 100, 100, 32)      0         \n g2D)                                                            \n                                                                 \n flatten_3 (Flatten)         (None, 320000)            0         \n                                                                 \n dense_6 (Dense)             (None, 128)               40960128  \n                                                                 \n dense_7 (Dense)             (None, 1)                 129       \n                                                                 \n=================================================================\nTotal params: 40961153 (156.25 MB)\nTrainable params: 40961153 (156.25 MB)\nNon-trainable params: 0 (0.00 Byte)\n_________________________________________________________________\nNone\n","output_type":"stream"}],"execution_count":49},{"cell_type":"code","source":"datagen = ImageDataGenerator(rescale=1.0/255.0)\ntype(datagen)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:23.781011Z","iopub.execute_input":"2026-09-12T13:42:23.781626Z","iopub.status.idle":"2026-09-12T13:42:23.788135Z","shell.execute_reply.started":"2026-09-12T13:42:23.781601Z","shell.execute_reply":"2026-09-12T13:42:23.787366Z"}},"outputs":[{"execution_count":50,"output_type":"execute_result","data":{"text/plain":"keras.src.preprocessing.image.ImageDataGenerator"},"metadata":{}}],"execution_count":50},{"cell_type":"code","source":"ls dataset_dogs_vs_cats/train/","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:28.309759Z","iopub.execute_input":"2026-09-12T13:42:28.310598Z","iopub.status.idle":"2026-09-12T13:42:29.297053Z","shell.execute_reply.started":"2026-09-12T13:42:28.310566Z","shell.execute_reply":"2026-09-12T13:42:29.29611Z"}},"outputs":[{"name":"stdout","text":"\u001b[0m\u001b[01;34mcats\u001b[0m/  \u001b[01;34mdogs\u001b[0m/\n","output_type":"stream"}],"execution_count":51},{"cell_type":"code","source":"# Hyperparameter => changable\nIMAGE_SIZE = (200, 200)\nBATCH_SIZE = 64\nEPOCHS = 20","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.299107Z","iopub.execute_input":"2026-09-12T13:42:29.299486Z","iopub.status.idle":"2026-09-12T13:42:29.304389Z","shell.execute_reply.started":"2026-09-12T13:42:29.299457Z","shell.execute_reply":"2026-09-12T13:42:29.30348Z"}},"outputs":[],"execution_count":52},{"cell_type":"code","source":"train_it = datagen.flow_from_directory('dataset_dogs_vs_cats/train/',\n\t\tclass_mode='binary',\n        batch_size=BATCH_SIZE, \n        target_size=IMAGE_SIZE\n)\ntype(train_it)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.305488Z","iopub.execute_input":"2026-09-12T13:42:29.305705Z","iopub.status.idle":"2026-09-12T13:42:29.776882Z","shell.execute_reply.started":"2026-09-12T13:42:29.30568Z","shell.execute_reply":"2026-09-12T13:42:29.776182Z"}},"outputs":[{"name":"stdout","text":"Found 18678 images belonging to 2 classes.\n","output_type":"stream"},{"execution_count":53,"output_type":"execute_result","data":{"text/plain":"keras.src.preprocessing.image.DirectoryIterator"},"metadata":{}}],"execution_count":53},{"cell_type":"code","source":"len(train_it), len(train_it.classes), train_it.classes[:10]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.779184Z","iopub.execute_input":"2026-09-12T13:42:29.779513Z","iopub.status.idle":"2026-09-12T13:42:29.786037Z","shell.execute_reply.started":"2026-09-12T13:42:29.779488Z","shell.execute_reply":"2026-09-12T13:42:29.785102Z"}},"outputs":[{"execution_count":54,"output_type":"execute_result","data":{"text/plain":"(292, 18678, array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32))"},"metadata":{}}],"execution_count":54},{"cell_type":"code","source":"val_it = datagen.flow_from_directory('dataset_dogs_vs_cats/test/',\n\t\tclass_mode='binary',\n        batch_size=BATCH_SIZE,\n        target_size=IMAGE_SIZE\n)\ntype(val_it)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.787125Z","iopub.execute_input":"2026-09-12T13:42:29.787998Z","iopub.status.idle":"2026-09-12T13:42:29.960346Z","shell.execute_reply.started":"2026-09-12T13:42:29.787975Z","shell.execute_reply":"2026-09-12T13:42:29.959572Z"}},"outputs":[{"name":"stdout","text":"Found 6322 images belonging to 2 classes.\n","output_type":"stream"},{"execution_count":55,"output_type":"execute_result","data":{"text/plain":"keras.src.preprocessing.image.DirectoryIterator"},"metadata":{}}],"execution_count":55},{"cell_type":"code","source":"len(val_it), len(val_it.classes), val_it.classes[-10:]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.961427Z","iopub.execute_input":"2026-09-12T13:42:29.9617Z","iopub.status.idle":"2026-09-12T13:42:29.968031Z","shell.execute_reply.started":"2026-09-12T13:42:29.961672Z","shell.execute_reply":"2026-09-12T13:42:29.967105Z"}},"outputs":[{"execution_count":56,"output_type":"execute_result","data":{"text/plain":"(99, 6322, array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=int32))"},"metadata":{}}],"execution_count":56},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# fit model\nmodel_1.reset_states()\nhistory_1 = model_1.fit(\n    train_it,\n    steps_per_epoch=len(train_it),\n    validation_data=val_it,\n    validation_steps=len(val_it),\n    epochs=EPOCHS,\n    verbose=2,\n    callbacks = [PlotLossesKeras()]\n    )","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T13:42:29.969007Z","iopub.execute_input":"2026-09-12T13:42:29.969506Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1200x800 with 2 Axes>","image/png":"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        \t (min:    0.585, max:    0.999, cur:    0.996)\n\tvalidation       \t (min:    0.638, max:    0.708, cur:    0.705)\nLoss\n\ttraining         \t (min:    0.009, max:    0.775, cur:    0.019)\n\tvalidation       \t (min:    0.585, max:    1.578, cur:    1.561)\n292/292 - 42s - loss: 0.0192 - accuracy: 0.9963 - val_loss: 1.5607 - val_accuracy: 0.7053 - 42s/epoch - 142ms/step\nEpoch 14/20\n","output_type":"stream"}],"execution_count":null},{"cell_type":"code","source":"# learning curves\nsummarize_diagnostics(history_1)","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# evaluate model\n_, acc = model_1.evaluate(val_it, steps=len(val_it), verbose=1)\nprint('> %.3f' % (acc * 100.0))","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"ls ","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"pwd","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import os\nimport pandas as pd\nfrom glob import glob\n\n# Define the image folder path\nimage_folder = '/kaggle/working/test1'\n\n# List all .jpg files in the directory (adjust the pattern if needed)\nimage_files = glob(os.path.join(image_folder, '*.jpg'))\n\n# Check if images were found\nif not image_files:\n    print(\"No images found. Please verify the directory and file extensions.\")\n    \n# Create a DataFrame with the file paths\ndf = pd.DataFrame({'filename': image_files})\n\n# If your use-case doesn't require labels (for example, during testing), you can leave out the label column.\n# Otherwise, if you need a dummy label, you can add one:\n# df['class'] = 'dummy_label'\n","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.columns","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.879048Z","iopub.execute_input":"2026-09-12T10:02:50.879397Z","iopub.status.idle":"2026-09-12T10:02:50.886783Z","shell.execute_reply.started":"2026-09-12T10:02:50.879373Z","shell.execute_reply":"2026-09-12T10:02:50.885972Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"image_files[:5], type(image_files), len(image_files)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.888047Z","iopub.execute_input":"2026-09-12T10:02:50.888452Z","iopub.status.idle":"2026-09-12T10:02:50.896232Z","shell.execute_reply.started":"2026-09-12T10:02:50.888426Z","shell.execute_reply":"2026-09-12T10:02:50.895373Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.describe()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.897336Z","iopub.execute_input":"2026-09-12T10:02:50.897665Z","iopub.status.idle":"2026-09-12T10:02:50.919128Z","shell.execute_reply.started":"2026-09-12T10:02:50.897633Z","shell.execute_reply":"2026-09-12T10:02:50.918332Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.loc[1]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.920231Z","iopub.execute_input":"2026-09-12T10:02:50.920505Z","iopub.status.idle":"2026-09-12T10:02:50.928046Z","shell.execute_reply.started":"2026-09-12T10:02:50.920482Z","shell.execute_reply":"2026-09-12T10:02:50.926746Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.sample(5)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.92945Z","iopub.execute_input":"2026-09-12T10:02:50.929791Z","iopub.status.idle":"2026-09-12T10:02:50.939468Z","shell.execute_reply.started":"2026-09-12T10:02:50.929757Z","shell.execute_reply":"2026-09-12T10:02:50.938628Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df['filename']","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.94071Z","iopub.execute_input":"2026-09-12T10:02:50.941048Z","iopub.status.idle":"2026-09-12T10:02:50.949276Z","shell.execute_reply.started":"2026-09-12T10:02:50.941016Z","shell.execute_reply":"2026-09-12T10:02:50.948329Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"IMAGE_SIZE = (200, 200)\n\n# datagen = ImageDataGenerator(rescale=1.0/255.0,\n#                             horizontal_flip=True,)\n# print(IMAGE_SIZE)\n# # prepare iterators\n# train_it = datagen.flow_from_directory('dataset_dogs_vs_cats/train/',\n#     class_mode='binary', batch_size=64, target_size=IMAGE_SIZE )\n\n# val_it = datagen.flow_from_directory('dataset_dogs_vs_cats/test/',\n#     class_mode='binary', batch_size=64, target_size=IMAGE_SIZE )\n\n# Prediction\nfrom tensorflow.keras.preprocessing.image import ImageDataGenerator\n\n# Initialize your ImageDataGenerator (modify parameters as needed)\ndatagen_test = ImageDataGenerator(rescale=1./255,\n                                 vertical_flip=True)\n\n# Create the data generator using the DataFrame\ntest_it = datagen_test.flow_from_dataframe(\n    dataframe=df,\n    x_col='filename',\n    y_col=None,            # No labels for testing, so set to None\n    target_size=IMAGE_SIZE,\n    batch_size=64,\n    class_mode=None,       # Since there are no labels\n    # shuffle=True,         # Usually testing data should not be shuffled\n    shuffle=False,\n)\n\ntype(test_it)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:50.95062Z","iopub.execute_input":"2026-09-12T10:02:50.950979Z","iopub.status.idle":"2026-09-12T10:02:51.038517Z","shell.execute_reply.started":"2026-09-12T10:02:50.950929Z","shell.execute_reply":"2026-09-12T10:02:51.037721Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n\n\ndef plot_exmaple(images, labels):\n    # Assuming images shape is (64, height, width, channels)\n    fig, axes = plt.subplots(8, 8, figsize=(16, 16))\n    axes = axes.flatten()  # Flatten the 8x8 grid into a 1D array for easy iteration\n\n    for i, ax in enumerate(axes):\n        if i < len(images):\n            ax.imshow(images[i])\n            ax.set_title(str(labels[i]))  # Fixed: set_title instead of title\n            ax.axis(\"off\")  # Turn off axis ticks/labels for clarity\n        else:\n            ax.axis(\"off\")  # Hide unused subplots if images < 64\n\n    plt.tight_layout()\n    plt.show()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:51.039524Z","iopub.execute_input":"2026-09-12T10:02:51.039749Z","iopub.status.idle":"2026-09-12T10:02:51.045859Z","shell.execute_reply.started":"2026-09-12T10:02:51.039729Z","shell.execute_reply":"2026-09-12T10:02:51.044895Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"train_images, train_labels = train_it.__next__()\nprint(train_images.shape, len(train_labels))\nplot_exmaple(train_images, train_labels)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:51.04707Z","iopub.execute_input":"2026-09-12T10:02:51.047506Z","iopub.status.idle":"2026-09-12T10:02:56.26908Z","shell.execute_reply.started":"2026-09-12T10:02:51.047469Z","shell.execute_reply":"2026-09-12T10:02:56.266674Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"val_images, val_labels = val_it.__next__()\nval_images.shape\nplot_exmaple(val_images, val_labels)\nval_labels[:8]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:02:56.270412Z","iopub.execute_input":"2026-09-12T10:02:56.271108Z","iopub.status.idle":"2026-09-12T10:03:01.569353Z","shell.execute_reply.started":"2026-09-12T10:02:56.271077Z","shell.execute_reply":"2026-09-12T10:03:01.568251Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"def plot_exmaple_test(images, indices):\n    # Assuming images shape is (64, height, width, channels)\n    fig, axes = plt.subplots(8, 8, figsize=(16, 16))\n    axes = axes.flatten()  # Flatten the 8x8 grid into a 1D array for easy iteration\n\n    for i, ax in enumerate(axes):\n        if i < len(images):\n            ax.imshow(images[i])\n            ax.set_title(str(indices[i]))  # ตั้งค่า title ด้วย index จาก list/array indices\n            ax.axis(\"off\")  # Turn off axis ticks/labels for clarity\n        else:\n            ax.axis(\"off\")  # Hide unused subplots if images < 64\n\n    plt.tight_layout()\n    plt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:01.570902Z","iopub.execute_input":"2026-09-12T10:03:01.57126Z","iopub.status.idle":"2026-09-12T10:03:01.578953Z","shell.execute_reply.started":"2026-09-12T10:03:01.571229Z","shell.execute_reply":"2026-09-12T10:03:01.578003Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"test_images = test_it.__next__()  # หรือ next(test_it)\n\n# สร้าง list เลขดัชนีตามจำนวนภาพที่มี\nindices = list(range(len(test_images)))\n\nplot_exmaple_test(test_images, indices)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:01.580191Z","iopub.execute_input":"2026-09-12T10:03:01.580563Z","iopub.status.idle":"2026-09-12T10:03:06.801616Z","shell.execute_reply.started":"2026-09-12T10:03:01.580538Z","shell.execute_reply":"2026-09-12T10:03:06.799462Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# Predict\npreds = model_1.predict(test_it, verbose=1)\ntype(preds), preds.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:06.803066Z","iopub.execute_input":"2026-09-12T10:03:06.803465Z","iopub.status.idle":"2026-09-12T10:03:28.918836Z","shell.execute_reply.started":"2026-09-12T10:03:06.803437Z","shell.execute_reply":"2026-09-12T10:03:28.918003Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"preds[:10]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:28.920236Z","iopub.execute_input":"2026-09-12T10:03:28.921155Z","iopub.status.idle":"2026-09-12T10:03:28.928057Z","shell.execute_reply.started":"2026-09-12T10:03:28.92112Z","shell.execute_reply":"2026-09-12T10:03:28.926988Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import numpy as np\n\n\n# 1. สุ่ม index มา 10 ตัวจากชุดข้อมูล\nsample_indices = np.random.choice(len(test_images), size=10, replace=False)\nsample_images = test_images[sample_indices]\n\n# 2. Predict \npredictions = model_1.predict(sample_images)\npredicted_classes = np.argmax(predictions, axis=1)  # ดึง class ที่ได้คะแนนสูงสุด\n\n# 3. แสดงผล 10 ภาพ (ปรับเป็น grid 2x5)\nfig, axes = plt.subplots(2, 5, figsize=(15, 6))\naxes = axes.flatten()\n\nfor i, ax in enumerate(axes):\n    ax.imshow(sample_images[i])\n    # แสดง Index เดิม และ Class ที่ทายได้\n    ax.set_title(f\"Idx: {sample_indices[i]}\\nPred: {predicted_classes[i]}\")\n    ax.axis(\"off\")\n\nplt.tight_layout()\nplt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:28.929368Z","iopub.execute_input":"2026-09-12T10:03:28.92971Z","iopub.status.idle":"2026-09-12T10:03:30.611799Z","shell.execute_reply.started":"2026-09-12T10:03:28.929684Z","shell.execute_reply":"2026-09-12T10:03:30.610439Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# end of 2026-09-06\nstop here","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.613151Z","iopub.execute_input":"2026-09-12T10:03:30.613507Z","iopub.status.idle":"2026-09-12T10:03:30.620166Z","shell.execute_reply.started":"2026-09-12T10:03:30.613481Z","shell.execute_reply":"2026-09-12T10:03:30.617934Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# Transfer Learning","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.621158Z","iopub.status.idle":"2026-09-12T10:03:30.621539Z","shell.execute_reply.started":"2026-09-12T10:03:30.621361Z","shell.execute_reply":"2026-09-12T10:03:30.621383Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"#Create transfer learning model for VGG16\nfrom keras.applications.vgg16 import VGG16\nfrom keras.models import Model\nfrom keras.layers import Dense, GlobalAveragePooling2D, Dropout\nfrom keras.optimizers import Adam\nfrom keras.callbacks import EarlyStopping, ReduceLROnPlateau\n\ndef define_model_vgg16():\n\n    base_model = VGG16(\n        include_top=False,\n        weights='imagenet',\n        input_shape=(224, 224, 3)\n    )\n\n    # Freeze VGG16\n    for layer in base_model.layers:\n        layer.trainable = False\n\n    # Classifier\n    x = base_model.output\n    x = GlobalAveragePooling2D()(x)\n    x = Dense(256, activation='relu')(x)\n    x = Dropout(0.5)(x)\n    output = Dense(1, activation='sigmoid')(x)\n\n    model = Model(\n        inputs=base_model.input,\n        outputs=output\n    )\n\n    model.compile(\n        optimizer=Adam(learning_rate=0.0001),\n        loss='binary_crossentropy',\n        metrics=['accuracy']\n    )\n\n    return model\n\n\nvgg16_model = define_model_vgg16()\nvgg16_model.summary()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:06:39.636346Z","iopub.execute_input":"2026-09-12T10:06:39.637269Z","iopub.status.idle":"2026-09-12T10:06:40.564253Z","shell.execute_reply.started":"2026-09-12T10:06:39.637208Z","shell.execute_reply":"2026-09-12T10:06:40.563236Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# load model\n# model = VGG16(include_top=False, input_shape=(224, 224, 3))\n# mark loaded layers as not trainable\n# for layer in model.layers:\n#     layer.trainable = False\n\n# print(model.layers[-1].output)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.626513Z","iopub.status.idle":"2026-09-12T10:03:30.626896Z","shell.execute_reply.started":"2026-09-12T10:03:30.626725Z","shell.execute_reply":"2026-09-12T10:03:30.626743Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# load model\n# model_16_feature_extractor = VGG16(include_top=False, input_shape=(224, 224, 3))\n# model_16_feature_extractor.summary()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.628415Z","iopub.status.idle":"2026-09-12T10:03:30.62921Z","shell.execute_reply.started":"2026-09-12T10:03:30.629046Z","shell.execute_reply":"2026-09-12T10:03:30.629064Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(model_16_feature_extractor.layers):\n# \t\tprint(index, layer.trainable)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.63032Z","iopub.status.idle":"2026-09-12T10:03:30.63064Z","shell.execute_reply.started":"2026-09-12T10:03:30.630498Z","shell.execute_reply":"2026-09-12T10:03:30.630514Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# load model\n# model_16_top = VGG16(include_top=True, input_shape=(224, 224, 3))\n# model_16_top.summary()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.63274Z","iopub.status.idle":"2026-09-12T10:03:30.633216Z","shell.execute_reply.started":"2026-09-12T10:03:30.63297Z","shell.execute_reply":"2026-09-12T10:03:30.632994Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"vgg16_model = define_model_vgg16()\nvgg16_model.summary()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:06:46.427413Z","iopub.execute_input":"2026-09-12T10:06:46.428219Z","iopub.status.idle":"2026-09-12T10:06:46.835888Z","shell.execute_reply.started":"2026-09-12T10:06:46.428183Z","shell.execute_reply":"2026-09-12T10:06:46.834839Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(vgg16_model.layers):\n#     print(index, layer.name, layer.trainable)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.636565Z","iopub.status.idle":"2026-09-12T10:03:30.636887Z","shell.execute_reply.started":"2026-09-12T10:03:30.636746Z","shell.execute_reply":"2026-09-12T10:03:30.636761Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(vgg16_model.layers[-7:]):\n#     print(index, layer.name, layer.trainable)\n    ","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.638337Z","iopub.status.idle":"2026-09-12T10:03:30.638744Z","shell.execute_reply.started":"2026-09-12T10:03:30.638536Z","shell.execute_reply":"2026-09-12T10:03:30.638557Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(vgg16_model.layers[-7:]):\n#     layer.trainable = True\n#     print(index, layer.name, layer.trainable)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.640025Z","iopub.status.idle":"2026-09-12T10:03:30.640302Z","shell.execute_reply.started":"2026-09-12T10:03:30.640169Z","shell.execute_reply":"2026-09-12T10:03:30.640183Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(vgg16_model.layers):\n#     if index >= 15:\n#         layer.trainable = True\n\n# for index, layer in enumerate(vgg16_model.layers):\n#     print(index, layer.name, layer.trainable)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.641808Z","iopub.status.idle":"2026-09-12T10:03:30.642188Z","shell.execute_reply.started":"2026-09-12T10:03:30.642034Z","shell.execute_reply":"2026-09-12T10:03:30.64205Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"id(vgg16_model)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:06:51.571149Z","iopub.execute_input":"2026-09-12T10:06:51.57209Z","iopub.status.idle":"2026-09-12T10:06:51.57779Z","shell.execute_reply.started":"2026-09-12T10:06:51.572057Z","shell.execute_reply":"2026-09-12T10:06:51.576895Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# fit model\nprint(id(vgg16_model))\nvgg16_model.reset_states()\nvgg16_model_history = vgg16_model.fit(\n    train_it, \n    steps_per_epoch=len(train_it),\n    validation_data=val_it,\n    validation_steps=len(val_it),\n    epochs=3, verbose=1,\n    callbacks = [PlotLossesKeras()]\n    )","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:07:46.557487Z","iopub.execute_input":"2026-09-12T10:07:46.558182Z","iopub.status.idle":"2026-09-12T10:13:22.350017Z","shell.execute_reply.started":"2026-09-12T10:07:46.558147Z","shell.execute_reply":"2026-09-12T10:13:22.349072Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# learning curves\nsummarize_diagnostics(vgg16_model_history)\n\n# evaluate model\n_, acc = vgg16_model.evaluate_generator(val_it, steps=len(val_it), verbose=1)\nprint('Val: > %.3f' % (acc * 100.0))\n\n# evaluate model\n_, acc = vgg16_model.evaluate_generator(test_it, steps=len(test_it), verbose=1)\nprint('Test: > %.3f' % (acc * 100.0))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:14:05.095364Z","iopub.execute_input":"2026-09-12T10:14:05.096176Z","iopub.status.idle":"2026-09-12T10:14:52.957271Z","shell.execute_reply.started":"2026-09-12T10:14:05.096145Z","shell.execute_reply":"2026-09-12T10:14:52.956196Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"from keras.applications.inception_v3 import InceptionV3\n\ndef define_model_inceptionv3():\n    # load model\n    model = InceptionV3(include_top=False, input_shape=(299, 299, 3))\n    # mark loaded layers as not trainable\n    for layer in model.layers:\n        layer.trainable = False\n        # layer.trainable = True #try to test\n    \n    # add new classifier layers\n    flat1 = Flatten()(model.layers[-1].output)\n    class1 = Dense(1024, activation='relu', kernel_initializer='he_uniform')(flat1)\n    class2 = Dense(512, activation='relu', kernel_initializer='he_uniform')(class1)\n    class3 = Dense(256, activation='relu', kernel_initializer='he_uniform')(class2)\n    class4 = Dense(128, activation='relu', kernel_initializer='he_uniform')(class3)\n    # output = Dense(1, activation='sigmoid')(flat1)\n    output = Dense(2, activation='softmax')(class4)\n    # define new model\n    model = Model(inputs=model.inputs, outputs=output)\n    # compile model\n    opt = SGD(lr=0.001, momentum=0.9)\n    model.compile(optimizer=opt, loss='binary_crossentropy', metrics=['accuracy'])\n    return model","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T11:14:48.317809Z","iopub.execute_input":"2026-09-12T11:14:48.318725Z","iopub.status.idle":"2026-09-12T11:14:48.326119Z","shell.execute_reply.started":"2026-09-12T11:14:48.31869Z","shell.execute_reply":"2026-09-12T11:14:48.324957Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"model_inceptionv3 = define_model_inceptionv3()\nprint(id(model_inceptionv3))\n# model_inceptionv3.summary()","metadata":{"execution":{"iopub.status.busy":"2026-09-12T10:03:30.650207Z","iopub.status.idle":"2026-09-12T10:03:30.650522Z","shell.execute_reply.started":"2026-09-12T10:03:30.650381Z","shell.execute_reply":"2026-09-12T10:03:30.650397Z"},"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import numpy as np\nfrom tensorflow.keras import backend as K\n\ntrainable_params = int(np.sum([K.count_params(w) for w in model_inceptionv3.trainable_weights]))\nprint(trainable_params)\n","metadata":{"trusted":true,"scrolled":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.651609Z","iopub.status.idle":"2026-09-12T10:03:30.652168Z","shell.execute_reply.started":"2026-09-12T10:03:30.651741Z","shell.execute_reply":"2026-09-12T10:03:30.651754Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"from tensorflow.keras import backend as K\n\nfor w in model_inceptionv3.trainable_weights:\n    print(w.name, K.count_params(w))\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.654539Z","iopub.status.idle":"2026-09-12T10:03:30.654847Z","shell.execute_reply.started":"2026-09-12T10:03:30.654697Z","shell.execute_reply":"2026-09-12T10:03:30.654712Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# fit model\nmodel_inceptionv3.reset_states()\nhistory_inceptionv3 = model_inceptionv3.fit(\n    train_it, \n    steps_per_epoch=len(train_it),\n    validation_data=val_it,\n    validation_steps=len(val_it),\n    epochs=3, verbose=1,\n    callbacks = [PlotLossesKeras()]\n    )","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.656241Z","iopub.status.idle":"2026-09-12T10:03:30.656547Z","shell.execute_reply.started":"2026-09-12T10:03:30.656399Z","shell.execute_reply":"2026-09-12T10:03:30.656414Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n\ndef plot_images_with_labels(images, labels, train_log, set_label, save=False):\n    \"\"\"\n    Plots a grid of images with their corresponding labels and saves the figure.\n    \n    Args:\n    - images (list or np.array): List of images to be displayed.\n    - labels (np.array): Array of one-hot encoded labels.\n    - train_log (str): The directory or log name to save the plot.\n    - set_label (str): The specific set label (e.g., \"train\", \"validation\", etc.).\n    - config (dict): Configuration dictionary containing image dimensions.\n    \n    Returns:\n    - None: Displays and saves the plot.\n    \"\"\"\n    # Convert one-hot encoded labels to class indices\n    class_indices = labels\n\n    # Create subplots\n    fig, axes = plt.subplots(3, 4, figsize=(14, 10), dpi=120)\n    axes = axes.flatten()\n\n    for img, label_idx, ax in zip(images, class_indices, axes):\n        # Undo any preprocessing (like rescaling for pre-trained models)\n        if np.max(img) == 1:\n            img = img * 255\n\n        # Display the image\n        img_shape = (224, 224, 3)\n        ax.imshow(img.astype(\"uint8\"))\n        # ax.imshow(img)\n\n        # Set the title to the corresponding class label\n        ax.set_title(f\"Label: {label_idx}\", fontsize=18)\n        ax.axis('on')\n\n    # Set the overall title for the figure\n    plot_title = f\"{train_log}-{set_label}\"\n    plt.suptitle(plot_title, fontsize=18)\n\n    # Show the plot\n    plt.show()\n\n    # Save the figure\n    if save:\n        plot_file = os.path.join(train_log, f\"{plot_title}.png\")\n        fig.savefig(plot_file, dpi=120)\n        print(f'Saved {plot_file}')\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.658081Z","iopub.status.idle":"2026-09-12T10:03:30.658349Z","shell.execute_reply.started":"2026-09-12T10:03:30.658221Z","shell.execute_reply":"2026-09-12T10:03:30.658234Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# plot_images_with_labels(images, labels, \"Dog-Cat\", \"Training\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.660524Z","iopub.status.idle":"2026-09-12T10:03:30.660986Z","shell.execute_reply.started":"2026-09-12T10:03:30.660743Z","shell.execute_reply":"2026-09-12T10:03:30.660765Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# for index, layer in enumerate(model.layers):\n#     print(index, layer.output.shape)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.661966Z","iopub.status.idle":"2026-09-12T10:03:30.662336Z","shell.execute_reply.started":"2026-09-12T10:03:30.662152Z","shell.execute_reply":"2026-09-12T10:03:30.662171Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# # mark loaded layers as not trainable\n# for index, layer in enumerate(model.layers[:15]):\n#     print(index, layer.name, layer.output_shape)\n#     layer.trainable = False\n    \n# for index, layer in enumerate(model.layers[15:]):\n#     print(index, layer.name, layer.output_shape)\n#     layer.trainable = True","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.664051Z","iopub.status.idle":"2026-09-12T10:03:30.664408Z","shell.execute_reply.started":"2026-09-12T10:03:30.664258Z","shell.execute_reply":"2026-09-12T10:03:30.664274Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# evaluate model\n_, acc = model_inceptionv3.evaluate(test_it, steps=len(test_it), verbose=1)\nprint('> %.3f' % (acc * 100.0))\n# learning curves\n# summarize_diagnostics(history)\n\n# best_model = 'vgg16_model.hdf5'\n# my_model.save(best_model)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.665497Z","iopub.status.idle":"2026-09-12T10:03:30.665805Z","shell.execute_reply.started":"2026-09-12T10:03:30.665664Z","shell.execute_reply":"2026-09-12T10:03:30.665679Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"images = test_it.__next__()\nimages.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.667021Z","iopub.status.idle":"2026-09-12T10:03:30.667335Z","shell.execute_reply.started":"2026-09-12T10:03:30.667193Z","shell.execute_reply":"2026-09-12T10:03:30.667208Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"# 5 first img: 1, 0, 1, 1, 0\nimages_to_predict = images[:5]\nimages_to_predict.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.668549Z","iopub.status.idle":"2026-09-12T10:03:30.668953Z","shell.execute_reply.started":"2026-09-12T10:03:30.668717Z","shell.execute_reply":"2026-09-12T10:03:30.668732Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"probs = model_inceptionv3.predict(images_to_predict, verbose=1)\nprobs","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-12T10:03:30.67052Z","iopub.status.idle":"2026-09-12T10:03:30.670832Z","shell.execute_reply.started":"2026-09-12T10:03:30.670692Z","shell.execute_reply":"2026-09-12T10:03:30.670707Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"Make Prediction","metadata":{}},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}