diff --git "a/cat_dog_classifier.ipynb" "b/cat_dog_classifier.ipynb"
new file mode 100644--- /dev/null
+++ "b/cat_dog_classifier.ipynb"
@@ -0,0 +1,1805 @@
+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "provenance": [],
+ "gpuType": "V28",
+ "authorship_tag": "ABX9TyNdNcvtYfml0aGkqNx0WEjB",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "accelerator": "TPU"
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "
"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "id": "GvS88tKrAeus"
+ },
+ "outputs": [],
+ "source": [
+ "!pip install opendatasets -q"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import time\n",
+ "\n",
+ "import opendatasets as od"
+ ],
+ "metadata": {
+ "id": "R-9_dONnBKe0"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "od.download(\"https://www.kaggle.com/datasets/dineshpiyasamara/cats-and-dogs-for-classification\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "5lXHmFKMBqpC",
+ "outputId": "bc86543c-751a-43c5-8ec2-3d66887497ba"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds\n",
+ "Your Kaggle username: elfinkavi\n",
+ "Your Kaggle Key: ··········\n",
+ "Dataset URL: https://www.kaggle.com/datasets/dineshpiyasamara/cats-and-dogs-for-classification\n",
+ "Downloading cats-and-dogs-for-classification.zip to ./cats-and-dogs-for-classification\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "100%|██████████| 217M/217M [00:03<00:00, 74.9MB/s]\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "BATCH_SIZE = 32\n",
+ "IMAGE_SIZE = (128,128)"
+ ],
+ "metadata": {
+ "id": "dZPdOx0QByJL"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "train_data_dir = \"/content/cats-and-dogs-for-classification/cats_dogs/train\"\n",
+ "test_data_dir = \"/content/cats-and-dogs-for-classification/cats_dogs/test\""
+ ],
+ "metadata": {
+ "id": "YMCSLGeICgbU"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import tensorflow as tf"
+ ],
+ "metadata": {
+ "id": "pURfuPpaC3bb"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "train_data = tf.keras.utils.image_dataset_from_directory(train_data_dir,\n",
+ " batch_size=BATCH_SIZE,\n",
+ " image_size=IMAGE_SIZE,\n",
+ " subset='training',\n",
+ " validation_split=0.1,\n",
+ " seed=42)\n",
+ "validation_data = tf.keras.utils.image_dataset_from_directory(train_data_dir,\n",
+ " batch_size=BATCH_SIZE,\n",
+ " image_size=IMAGE_SIZE,\n",
+ " subset='validation',\n",
+ " validation_split=0.1,\n",
+ " seed=42)\n",
+ "test_data = tf.keras.utils.image_dataset_from_directory(test_data_dir,\n",
+ " batch_size=BATCH_SIZE,\n",
+ " image_size=IMAGE_SIZE)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "Bk37cPBADtuc",
+ "outputId": "fdf490f1-b0e6-41c8-ef86-c5db2c88253e"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Found 8000 files belonging to 2 classes.\n",
+ "Using 7200 files for training.\n",
+ "Found 8000 files belonging to 2 classes.\n",
+ "Using 800 files for validation.\n",
+ "Found 2000 files belonging to 2 classes.\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "class_names = train_data.class_names\n",
+ "class_names"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "NtrfSPc1J42a",
+ "outputId": "4316be61-dc9e-43a1-ffbb-0a979ad80de3"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "['cats', 'dogs']"
+ ]
+ },
+ "metadata": {},
+ "execution_count": 8
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "for image_batch, label_batch in train_data.take(1):\n",
+ " print(image_batch.shape)\n",
+ " print(label_batch.shape)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "R3WrVd4tKUT7",
+ "outputId": "48e1a5a4-9a53-4699-f2f1-9f96fe7c41bf"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "(32, 128, 128, 3)\n",
+ "(32,)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "plt.figure(figsize=(10,4))\n",
+ "for image,label in train_data.take(1):\n",
+ " for i in range(10):\n",
+ " ax = plt.subplot(2,5,i+1)\n",
+ " plt.imshow(image[i].numpy().astype('uint8'))\n",
+ " plt.title(class_names[label[i]])\n",
+ " plt.axis('off')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 360
+ },
+ "id": "AdHzL5VEK1nK",
+ "outputId": "1fd480da-5d79-41d9-9415-d775bf753e61"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "for image,label in train_data.take(1):\n",
+ " for i in range(1):\n",
+ " print(image)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "bdzxblK6LuZa",
+ "outputId": "c202148b-b5ad-412e-bfb2-e141af3f9b06"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "tf.Tensor(\n",
+ "[[[[101.00769 104.00769 109.00769 ]\n",
+ " [111.074585 112.71521 114.30505 ]\n",
+ " [117.635284 115.31354 112.59396 ]\n",
+ " ...\n",
+ " [129.86246 132.91324 136.22964 ]\n",
+ " [126.8725 133.10297 135.69281 ]\n",
+ " [128.9002 138.99207 139.94614 ]]\n",
+ "\n",
+ " [[ 85.20029 88.20029 93.20029 ]\n",
+ " [ 99.3725 99.79227 101.78906 ]\n",
+ " [114.00287 112.997925 110.048706 ]\n",
+ " ...\n",
+ " [116.720825 120.720825 123.720825 ]\n",
+ " [119.9389 126.16937 128.75922 ]\n",
+ " [138.79547 147.0824 148.93893 ]]\n",
+ "\n",
+ " [[ 92.54297 94.90234 99.58203 ]\n",
+ " [ 91.57605 91.986206 93.986206 ]\n",
+ " [105.38388 104.38388 101.75107 ]\n",
+ " ...\n",
+ " [120.73743 125.52237 128.52237 ]\n",
+ " [130.21445 135.21445 138.21445 ]\n",
+ " [127.32648 134.36554 136.68585 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[118.07504 122.07504 125.07504 ]\n",
+ " [121.617584 125.617584 128.61758 ]\n",
+ " [130.54602 134.54602 137.54602 ]\n",
+ " ...\n",
+ " [ 81.51825 87.02301 96.76108 ]\n",
+ " [ 45.951294 50.819916 54.147003 ]\n",
+ " [ 91.09787 94.27139 92.35733 ]]\n",
+ "\n",
+ " [[125.15802 129.15802 132.15802 ]\n",
+ " [111.071014 115.071014 118.071014 ]\n",
+ " [113.978 117.978 120.978 ]\n",
+ " ...\n",
+ " [ 98.28516 103.28516 107.27734 ]\n",
+ " [ 80.1261 85.1261 88.1261 ]\n",
+ " [ 81.70746 86.56967 89.57855 ]]\n",
+ "\n",
+ " [[118.438446 122.438446 125.438446 ]\n",
+ " [122.96768 126.96768 129.96768 ]\n",
+ " [124.28516 128.28516 131.28516 ]\n",
+ " ...\n",
+ " [118. 124. 123.787415 ]\n",
+ " [117.97159 122.97159 125.97159 ]\n",
+ " [ 81.29486 86.29486 90.5683 ]]]\n",
+ "\n",
+ "\n",
+ " [[[ 26. 32. 20. ]\n",
+ " [ 28. 34. 22. ]\n",
+ " [ 28.734375 34.734375 22.734375 ]\n",
+ " ...\n",
+ " [ 13.46875 11.46875 14.46875 ]\n",
+ " [ 5.189087 14.829712 13.829712 ]\n",
+ " [120.640015 130.64001 129.64001 ]]\n",
+ "\n",
+ " [[ 26. 32. 21.765625 ]\n",
+ " [ 28. 34. 23.765625 ]\n",
+ " [ 28.734375 34.734375 24.5 ]\n",
+ " ...\n",
+ " [ 10.8515625 8.8515625 11.8515625]\n",
+ " [ 3.673584 13.314209 12.314209 ]\n",
+ " [107.72327 119.48889 117.60608 ]]\n",
+ "\n",
+ " [[ 26. 31. 24. ]\n",
+ " [ 28. 33. 26. ]\n",
+ " [ 28.734375 33.734375 26.734375 ]\n",
+ " ...\n",
+ " [ 10. 8. 11. ]\n",
+ " [ 2.203247 11.843872 10.843872 ]\n",
+ " [ 83.374756 95.374756 93.374756 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[108.16931 117.974 116.974 ]\n",
+ " [109.679565 119.48425 118.09363 ]\n",
+ " [107.869995 117.869995 116.869995 ]\n",
+ " ...\n",
+ " [ 11.26001 15.31189 14.15625 ]\n",
+ " [ 53.843628 57.91382 56.703247 ]\n",
+ " [ 10. 10. 10. ]]\n",
+ "\n",
+ " [[ 88.506226 89.95935 90.599976 ]\n",
+ " [ 87.24048 92.95923 87.8811 ]\n",
+ " [ 91.46875 98.265625 95.0625 ]\n",
+ " ...\n",
+ " [ 6.1480713 11.148071 5.1480713]\n",
+ " [ 57.56897 62.56897 56.56897 ]\n",
+ " [ 10. 10. 10. ]]\n",
+ "\n",
+ " [[ 90.47449 91.92761 92.56824 ]\n",
+ " [ 92.306274 98.025024 92.9469 ]\n",
+ " [ 91.70569 98.50256 95.29944 ]\n",
+ " ...\n",
+ " [ 2.0494385 7.0494385 1.0494385]\n",
+ " [ 64.1875 69.1875 63.1875 ]\n",
+ " [ 10. 10. 10. ]]]\n",
+ "\n",
+ "\n",
+ " [[[ 18.70996 45.95996 32.45996 ]\n",
+ " [ 3.0419922 11.267578 3.4423828]\n",
+ " [ 23.291992 25.291992 21.791992 ]\n",
+ " ...\n",
+ " [ 80.8584 65.8584 36.8584 ]\n",
+ " [ 80.575195 65.575195 36.575195 ]\n",
+ " [ 78.29199 63.291992 34.291992 ]]\n",
+ "\n",
+ " [[ 31.05664 58.231445 44.95703 ]\n",
+ " [ 4.475586 14.201172 6.9023438]\n",
+ " [ 21.475586 23.475586 20.475586 ]\n",
+ " ...\n",
+ " [ 80.40039 65.40039 36.40039 ]\n",
+ " [ 82.55078 67.55078 38.55078 ]\n",
+ " [ 81.37598 66.37598 37.375977 ]]\n",
+ "\n",
+ " [[ 47.125977 74.12598 63.711914 ]\n",
+ " [ 6.6621094 16.158203 12.908203 ]\n",
+ " [ 25.580078 27.580078 26.580078 ]\n",
+ " ...\n",
+ " [ 82.37793 67.37793 38.37793 ]\n",
+ " [ 84.95996 69.95996 40.95996 ]\n",
+ " [ 82.70801 67.70801 38.708008 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[ 24.580078 18.748047 8.259766 ]\n",
+ " [ 12.879883 10.211914 6.84375 ]\n",
+ " [ 8.954102 7.330078 7.286133 ]\n",
+ " ...\n",
+ " [ 40.75 39.62207 33.998047 ]\n",
+ " [ 37.166016 37.04004 29.166016 ]\n",
+ " [ 33.75 33.75 25.75 ]]\n",
+ "\n",
+ " [[ 57.476562 49.40332 18.9375 ]\n",
+ " [ 18.091797 13.642578 0. ]\n",
+ " [ 15.981445 15.90625 12.707031 ]\n",
+ " ...\n",
+ " [ 33.45508 35.353516 28.904297 ]\n",
+ " [ 35.251953 36.375977 29.59961 ]\n",
+ " [ 35.44922 36.573242 28.398438 ]]\n",
+ "\n",
+ " [[100.72168 90.796875 41.382812 ]\n",
+ " [ 44.54004 39.473633 8.825195 ]\n",
+ " [ 8.816406 9.066406 1.8916016]\n",
+ " ...\n",
+ " [ 22.342773 27.867188 21.550781 ]\n",
+ " [ 26.884766 31.517578 24.517578 ]\n",
+ " [ 29.81836 34.55957 26.442383 ]]]\n",
+ "\n",
+ "\n",
+ " ...\n",
+ "\n",
+ "\n",
+ " [[[231.86328 221.86328 186.86328 ]\n",
+ " [234.2811 224.2811 189.2811 ]\n",
+ " [236.32578 223.32578 188.32578 ]\n",
+ " ...\n",
+ " [166.11252 156.1633 142.11252 ]\n",
+ " [168.2579 160.84775 146.07822 ]\n",
+ " [ 97.2767 88.41342 81.9603 ]]\n",
+ "\n",
+ " [[232.07797 222.07797 187.07797 ]\n",
+ " [232.42969 222.42969 187.42969 ]\n",
+ " [235.42969 222.42969 187.42969 ]\n",
+ " ...\n",
+ " [167.32422 156.98514 144.10394 ]\n",
+ " [166.96552 158.96552 146.43335 ]\n",
+ " [ 92.78439 84.05783 77.19455 ]]\n",
+ "\n",
+ " [[233.2211 223.2211 188.2211 ]\n",
+ " [230.01877 220.01877 185.01877 ]\n",
+ " [234.3164 221.3164 186.3164 ]\n",
+ " ...\n",
+ " [166.40234 155.57425 144.1601 ]\n",
+ " [167.5263 159.27316 148.77945 ]\n",
+ " [ 94.22113 85.49457 78.63129 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[171.13672 171.13672 173.13672 ]\n",
+ " [170.58984 170.58984 172.58984 ]\n",
+ " [175.8945 175.8945 177.8945 ]\n",
+ " ...\n",
+ " [219.0781 225.89056 241.06247 ]\n",
+ " [217.91797 224.15234 243.53516 ]\n",
+ " [207.28986 213.35547 232.82266 ]]\n",
+ "\n",
+ " [[172.13672 172.13672 174.13672 ]\n",
+ " [171.58984 171.58984 173.58984 ]\n",
+ " [176.45236 176.45236 178.45236 ]\n",
+ " ...\n",
+ " [217.107 223.107 238.47418 ]\n",
+ " [223.19922 228.19922 248.19922 ]\n",
+ " [211.58984 216.58984 236.58984 ]]\n",
+ "\n",
+ " [[173.13672 173.13672 175.13672 ]\n",
+ " [172.58984 172.58984 174.58984 ]\n",
+ " [177.4672 177.4672 179.4672 ]\n",
+ " ...\n",
+ " [220.5711 226.5711 241.9383 ]\n",
+ " [222.29297 227.29297 247.29297 ]\n",
+ " [209.97656 214.97656 234.97656 ]]]\n",
+ "\n",
+ "\n",
+ " [[[227.77405 186.94592 161.03967 ]\n",
+ " [195.75745 153.04651 136.18872 ]\n",
+ " [218.09619 174.54932 166.06494 ]\n",
+ " ...\n",
+ " [230.23438 199.23438 132.23438 ]\n",
+ " [231.93591 200.93591 133.93591 ]\n",
+ " [230.45312 199.45312 132.45312 ]]\n",
+ "\n",
+ " [[189.09387 190.12512 118.8595 ]\n",
+ " [196.19666 191.2622 133.7279 ]\n",
+ " [211.24182 195.17151 157.61682 ]\n",
+ " ...\n",
+ " [231.78125 201.14062 133.0625 ]\n",
+ " [235.35938 204.35938 137.35938 ]\n",
+ " [234.32031 203.32031 136.32031 ]]\n",
+ "\n",
+ " [[167.98694 211.58069 75.58069 ]\n",
+ " [170.39136 213.33679 81.33655 ]\n",
+ " [171.14185 204.30591 83.662476 ]\n",
+ " ...\n",
+ " [233.85657 203.85657 131.64282 ]\n",
+ " [234.26562 203.26562 136.26562 ]\n",
+ " [234.26562 203.26562 136.26562 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[ 19.940063 17.940063 4.9400635]\n",
+ " [ 16.882935 13.882935 8.414185 ]\n",
+ " [ 14.70813 10.70813 7.70813 ]\n",
+ " ...\n",
+ " [ 47.63501 43.63501 44.63501 ]\n",
+ " [ 50.679688 44.617188 42.679688 ]\n",
+ " [ 46.99475 40.93225 38.99475 ]]\n",
+ "\n",
+ " [[ 16.732788 14.732788 1.7327881]\n",
+ " [ 14. 11. 5.53125 ]\n",
+ " [ 17.960815 13.960815 10.960815 ]\n",
+ " ...\n",
+ " [ 40.29712 36.29712 36.906494 ]\n",
+ " [ 36.359375 36.640625 32. ]\n",
+ " [ 37.306274 37.587524 32.9469 ]]\n",
+ "\n",
+ " [[ 14.9646 15.9646 10.9646 ]\n",
+ " [ 13.970337 13.204712 8.087524 ]\n",
+ " [ 24.138062 21.138062 14.138062 ]\n",
+ " ...\n",
+ " [ 42.453125 38.453125 35.453125 ]\n",
+ " [ 35.695312 34.695312 30.695312 ]\n",
+ " [ 33.171875 32.171875 28.171875 ]]]\n",
+ "\n",
+ "\n",
+ " [[[ 32.88672 29.785156 30.785156 ]\n",
+ " [132.75314 138.75314 136.75314 ]\n",
+ " [172. 181. 178. ]\n",
+ " ...\n",
+ " [127.14453 137.14453 147.14453 ]\n",
+ " [127.14453 137.14453 147.14453 ]\n",
+ " [128.16016 136.16016 147.16016 ]]\n",
+ "\n",
+ " [[ 31.056656 27.955093 28.955093 ]\n",
+ " [ 68.02634 74.02634 72.02634 ]\n",
+ " [172. 181. 178. ]\n",
+ " ...\n",
+ " [130. 138. 149. ]\n",
+ " [130. 138. 149. ]\n",
+ " [124.18359 132.1836 143.1836 ]]\n",
+ "\n",
+ " [[ 57.035965 53.934402 54.934402 ]\n",
+ " [ 23.186813 29.186813 27.186813 ]\n",
+ " [179.27173 188.27173 185.27173 ]\n",
+ " ...\n",
+ " [131.44531 139. 148.72266 ]\n",
+ " [131.44531 138. 151.16797 ]\n",
+ " [127.72266 135.72266 146.72266 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[183.50864 178.50864 173.40707 ]\n",
+ " [155.3435 152.74956 148.19363 ]\n",
+ " [ 50.09915 49.345245 47.345245 ]\n",
+ " ...\n",
+ " [109.291336 110.291336 114.291336 ]\n",
+ " [106.20169 110.20169 113.20169 ]\n",
+ " [100.55078 100.55078 102.55078 ]]\n",
+ "\n",
+ " [[189.41797 185.55078 180.50674 ]\n",
+ " [178.52414 174.8077 170.39203 ]\n",
+ " [129.86882 127.59662 123.5224 ]\n",
+ " ...\n",
+ " [116.74817 118.58945 121.129745 ]\n",
+ " [121.572525 123.02725 126.941315 ]\n",
+ " [150.78856 150.16463 152.4766 ]]\n",
+ "\n",
+ " [[184.76024 181.76024 176.76024 ]\n",
+ " [183.80522 180.80522 175.80522 ]\n",
+ " [180.61678 177.61678 172.61678 ]\n",
+ " ...\n",
+ " [111.64104 111.64104 113.64104 ]\n",
+ " [147.52788 146.52788 151.52788 ]\n",
+ " [179.07019 177.07019 180.96863 ]]]], shape=(32, 128, 128, 3), dtype=float32)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "train_data = train_data.map(lambda x,y:(x/255,y))\n",
+ "validation_data = validation_data.map(lambda x,y:(x/255,y))\n",
+ "test_data = test_data.map(lambda x,y:(x/255,y))"
+ ],
+ "metadata": {
+ "id": "9_E3sEYXM20L"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "for image,label in train_data.take(1):\n",
+ " for i in range(1):\n",
+ " print(image)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "C-fSnCgkOVmi",
+ "outputId": "f43fb63b-43ad-4826-ca9a-57afe8cd128e"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "tf.Tensor(\n",
+ "[[[[0.15117954 0.08451287 0.12372855]\n",
+ " [0.1564951 0.08982843 0.12904412]\n",
+ " [0.14387254 0.07720588 0.11642157]\n",
+ " ...\n",
+ " [0. 0.00392157 0. ]\n",
+ " [0. 0. 0. ]\n",
+ " [0. 0. 0. ]]\n",
+ "\n",
+ " [[0.15078124 0.08411458 0.12333027]\n",
+ " [0.1463848 0.07971814 0.11893383]\n",
+ " [0.13852635 0.07185968 0.11107536]\n",
+ " ...\n",
+ " [0. 0. 0. ]\n",
+ " [0. 0.00127145 0. ]\n",
+ " [0. 0. 0. ]]\n",
+ "\n",
+ " [[0.15681386 0.09014719 0.12936288]\n",
+ " [0.15010071 0.08343404 0.12264973]\n",
+ " [0.1491728 0.08250613 0.12172181]\n",
+ " ...\n",
+ " [0.00392157 0. 0. ]\n",
+ " [0. 0.00392157 0. ]\n",
+ " [0. 0. 0. ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.7237403 0.6738876 0.726761 ]\n",
+ " [0.7528033 0.7035823 0.75956535]\n",
+ " [0.77319306 0.71951526 0.7698836 ]\n",
+ " ...\n",
+ " [0.04705882 0.00392157 0.03529412]\n",
+ " [0.05098039 0. 0.03529412]\n",
+ " [0.0395804 0. 0.03137255]]\n",
+ "\n",
+ " [[0.7596398 0.66668636 0.6940301 ]\n",
+ " [0.74304754 0.6566658 0.69369537]\n",
+ " [0.77086884 0.6949803 0.73938906]\n",
+ " ...\n",
+ " [0.05098039 0.00784314 0.03921569]\n",
+ " [0.04842218 0. 0.03273591]\n",
+ " [0.03451287 0.01138174 0.03667279]]\n",
+ "\n",
+ " [[0.8282133 0.6974381 0.7090577 ]\n",
+ " [0.81080836 0.6878107 0.7081801 ]\n",
+ " [0.78448224 0.6720282 0.7035999 ]\n",
+ " ...\n",
+ " [0.05098039 0.00784314 0.03921569]\n",
+ " [0.04842218 0. 0.03273591]\n",
+ " [0.0284963 0.01340015 0.03575367]]]\n",
+ "\n",
+ "\n",
+ " [[[0.32593444 0.36515012 0.25926778]\n",
+ " [0.28676087 0.3319508 0.22407705]\n",
+ " [0.4235141 0.47694546 0.37498468]\n",
+ " ...\n",
+ " [0.18895909 0.18574218 0.2453393 ]\n",
+ " [0.14037608 0.11831725 0.24818091]\n",
+ " [0.14563419 0.12170266 0.26604626]]\n",
+ "\n",
+ " [[0.38652343 0.42034698 0.31495482]\n",
+ " [0.3427045 0.3797411 0.27385876]\n",
+ " [0.44565335 0.48671874 0.38806295]\n",
+ " ...\n",
+ " [0.19217218 0.21306296 0.18386182]\n",
+ " [0.3686581 0.37306985 0.38875613]\n",
+ " [0.28169808 0.28267846 0.31076518]]\n",
+ "\n",
+ " [[0.26034772 0.28387713 0.18191636]\n",
+ " [0.41070005 0.43497625 0.33276653]\n",
+ " [0.32765013 0.35919884 0.2649931 ]\n",
+ " ...\n",
+ " [0.40289906 0.44171262 0.34818473]\n",
+ " [0.45431602 0.48519838 0.40529642]\n",
+ " [0.46413144 0.49501377 0.41511184]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.15999924 0.26196003 0.1639208 ]\n",
+ " [0.16088006 0.258858 0.1628102 ]\n",
+ " [0.02441023 0.10445389 0.02564338]\n",
+ " ...\n",
+ " [0.16356081 0.20408241 0.18306908]\n",
+ " [0.16787684 0.21324678 0.17740886]\n",
+ " [0.12637867 0.17056909 0.13709022]]\n",
+ "\n",
+ " [[0.0847618 0.17145374 0.08891697]\n",
+ " [0.19706649 0.27859604 0.19676393]\n",
+ " [0.17155331 0.2460363 0.166839 ]\n",
+ " ...\n",
+ " [0.01807981 0.0638557 0.04745328]\n",
+ " [0.04229473 0.10188036 0.06797258]\n",
+ " [0.07310815 0.13151425 0.10131357]]\n",
+ "\n",
+ " [[0.05155101 0.09698606 0.06267233]\n",
+ " [0.09614737 0.13106617 0.097392 ]\n",
+ " [0.13198912 0.174483 0.12046186]\n",
+ " ...\n",
+ " [0.1629902 0.23053768 0.20700827]\n",
+ " [0.07953814 0.13491498 0.12527573]\n",
+ " [0.01863511 0.05949755 0.05339691]]]\n",
+ "\n",
+ "\n",
+ " [[[0.18944678 0.13062325 0.14238796]\n",
+ " [0.17513786 0.1198223 0.12106311]\n",
+ " [0.19713542 0.14223346 0.1383119 ]\n",
+ " ...\n",
+ " [0.68803614 0.6448989 0.5664675 ]\n",
+ " [0.6860467 0.64290947 0.5644781 ]\n",
+ " [0.6801311 0.6369938 0.55856246]]\n",
+ "\n",
+ " [[0.1886489 0.12982537 0.14159007]\n",
+ " [0.17985947 0.12454391 0.12578472]\n",
+ " [0.18990946 0.13500749 0.13108592]\n",
+ " ...\n",
+ " [0.69411767 0.6509804 0.57254905]\n",
+ " [0.69141567 0.6482784 0.569847 ]\n",
+ " [0.6862745 0.6431373 0.5647059 ]]\n",
+ "\n",
+ " [[0.18920037 0.13037685 0.14214155]\n",
+ " [0.18472733 0.12941177 0.13065258]\n",
+ " [0.18091185 0.1260099 0.12208832]\n",
+ " ...\n",
+ " [0.6914051 0.64826787 0.5698365 ]\n",
+ " [0.69273895 0.6496017 0.57117033]\n",
+ " [0.6833454 0.6402081 0.56177676]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.44313726 0.4862745 0.47058824]\n",
+ " [0.45448837 0.49762562 0.48193935]\n",
+ " [0.4622254 0.50536263 0.4896764 ]\n",
+ " ...\n",
+ " [0.49798816 0.30445263 0.27906966]\n",
+ " [0.5623928 0.36239278 0.3467065 ]\n",
+ " [0.6603215 0.46032146 0.44463518]]\n",
+ "\n",
+ " [[0.4312826 0.47441986 0.4587336 ]\n",
+ " [0.44016543 0.48330268 0.4676164 ]\n",
+ " [0.4484222 0.49155945 0.47587317]\n",
+ " ...\n",
+ " [0.43245474 0.24284075 0.20569308]\n",
+ " [0.46694484 0.25910172 0.23557231]\n",
+ " [0.5439511 0.33610797 0.31257856]]\n",
+ "\n",
+ " [[0.41960785 0.4627451 0.44705883]\n",
+ " [0.43095896 0.4740962 0.45840994]\n",
+ " [0.43852636 0.4816636 0.46597734]\n",
+ " ...\n",
+ " [0.21524861 0.09858524 0.08938204]\n",
+ " [0.3655158 0.19041993 0.17531773]\n",
+ " [0.40323156 0.20490196 0.19759497]]]\n",
+ "\n",
+ "\n",
+ " ...\n",
+ "\n",
+ "\n",
+ " [[[0.22449449 0.16703431 0.10428922]\n",
+ " [0.27437392 0.23670146 0.19364277]\n",
+ " [0.31550902 0.3059863 0.2813266 ]\n",
+ " ...\n",
+ " [0.25292584 0.23723958 0.19410233]\n",
+ " [0.18550858 0.1580576 0.12668505]\n",
+ " [0.18431373 0.15686275 0.13333334]]\n",
+ "\n",
+ " [[0.22818825 0.16193518 0.09937589]\n",
+ " [0.25201267 0.20768055 0.16334845]\n",
+ " [0.3280331 0.3093903 0.28875613]\n",
+ " ...\n",
+ " [0.23919493 0.21298476 0.17335546]\n",
+ " [0.19335172 0.1580576 0.13060662]\n",
+ " [0.18782169 0.15335478 0.13333334]]\n",
+ "\n",
+ " [[0.2373501 0.15492386 0.09323246]\n",
+ " [0.23841368 0.17977397 0.12706359]\n",
+ " [0.343274 0.31128868 0.28566176]\n",
+ " ...\n",
+ " [0.2270527 0.19175857 0.15646446]\n",
+ " [0.20330338 0.16016613 0.1366367 ]\n",
+ " [0.18968727 0.1514892 0.1254902 ]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.1223576 0.11135224 0.09112507]\n",
+ " [0.20881808 0.18735225 0.16130514]\n",
+ " [0.24544923 0.22239469 0.19679727]\n",
+ " ...\n",
+ " [0.30213043 0.29036573 0.22232038]\n",
+ " [0.29690018 0.28513548 0.21709014]\n",
+ " [0.30134475 0.27527246 0.21045934]]\n",
+ "\n",
+ " [[0.15637058 0.15324557 0.12363467]\n",
+ " [0.24613377 0.21715094 0.17281882]\n",
+ " [0.25575435 0.20773046 0.16453193]\n",
+ " ...\n",
+ " [0.30164897 0.28988427 0.21537445]\n",
+ " [0.28763786 0.27587315 0.20136335]\n",
+ " [0.29546568 0.28370097 0.20919117]]\n",
+ "\n",
+ " [[0.21476716 0.21164216 0.18203124]\n",
+ " [0.24056175 0.2115789 0.1672468 ]\n",
+ " [0.23921569 0.19119179 0.14799327]\n",
+ " ...\n",
+ " [0.2950488 0.2832841 0.20877428]\n",
+ " [0.28366837 0.27190366 0.19739386]\n",
+ " [0.27234986 0.26058516 0.18607537]]]\n",
+ "\n",
+ "\n",
+ " [[[0.13023083 0.13733868 0.13556172]\n",
+ " [0.15465686 0.17254902 0.15827206]\n",
+ " [0.27659315 0.22536765 0.22536765]\n",
+ " ...\n",
+ " [0.07683823 0.04867207 0.035825 ]\n",
+ " [0.27624416 0.21250622 0.18258607]\n",
+ " [0.46214864 0.32438725 0.22856206]]\n",
+ "\n",
+ " [[0.13538603 0.14249387 0.14071691]\n",
+ " [0.14884776 0.16673991 0.15246294]\n",
+ " [0.2571385 0.20591299 0.20591299]\n",
+ " ...\n",
+ " [0.09886594 0.06553309 0.04524979]\n",
+ " [0.27182043 0.20012926 0.17267828]\n",
+ " [0.42398274 0.30686897 0.22640932]]\n",
+ "\n",
+ " [[0.13767377 0.14478162 0.14300466]\n",
+ " [0.19258626 0.21047843 0.19620146]\n",
+ " [0.2533615 0.202136 0.202136 ]\n",
+ " ...\n",
+ " [0.12940076 0.0841189 0.0614277 ]\n",
+ " [0.296201 0.20480908 0.16966864]\n",
+ " [0.38635638 0.28355783 0.22445907]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.62922794 0.66452205 0.69981617]\n",
+ " [0.63780636 0.6731005 0.7083946 ]\n",
+ " [0.63529414 0.67058825 0.7058824 ]\n",
+ " ...\n",
+ " [0.66378677 0.67947304 0.72653186]\n",
+ " [0.64846814 0.6641544 0.71121323]\n",
+ " [0.6509804 0.6666667 0.70827204]]\n",
+ "\n",
+ " [[0.6213848 0.6488358 0.6802083 ]\n",
+ " [0.63529414 0.6627451 0.69411767]\n",
+ " [0.6392157 0.6666667 0.69803923]\n",
+ " ...\n",
+ " [0.65536153 0.6710478 0.7121017 ]\n",
+ " [0.65536153 0.6710478 0.71418506]\n",
+ " [0.64705884 0.6784314 0.6901961 ]]\n",
+ "\n",
+ " [[0.6213848 0.6488358 0.6802083 ]\n",
+ " [0.63529414 0.6627451 0.69411767]\n",
+ " [0.6392157 0.6666667 0.69803923]\n",
+ " ...\n",
+ " [0.66378677 0.67947304 0.72052693]\n",
+ " [0.6561581 0.67184436 0.7149816 ]\n",
+ " [0.6429841 0.67435664 0.68612134]]]\n",
+ "\n",
+ "\n",
+ " [[[0.5652492 0.22282475 0.3653555 ]\n",
+ " [0.57217515 0.21973662 0.36382985]\n",
+ " [0.5563314 0.19607843 0.3433316 ]\n",
+ " ...\n",
+ " [0.04751838 0.06712622 0.18477328]\n",
+ " [0.05530647 0.07491431 0.19256137]\n",
+ " [0.0473652 0.06697304 0.1846201 ]]\n",
+ "\n",
+ " [[0.4961153 0.19902582 0.29335794]\n",
+ " [0.5093137 0.20784314 0.3026348 ]\n",
+ " [0.51047796 0.19528139 0.29491422]\n",
+ " ...\n",
+ " [0.05882353 0.07843138 0.20392157]\n",
+ " [0.06525736 0.0848652 0.21035539]\n",
+ " [0.06228554 0.08189338 0.20738357]]\n",
+ "\n",
+ " [[0.19859068 0.17619485 0.13287377]\n",
+ " [0.2236218 0.18979827 0.15067402]\n",
+ " [0.22557971 0.18464833 0.14685299]\n",
+ " ...\n",
+ " [0.05652574 0.07221201 0.2094669 ]\n",
+ " [0.06323481 0.07892109 0.21617599]\n",
+ " [0.06436887 0.08005515 0.21731006]]\n",
+ "\n",
+ " ...\n",
+ "\n",
+ " [[0.9122956 0.8825267 0.9229473 ]\n",
+ " [0.9095885 0.8799632 0.92031205]\n",
+ " [0.92365193 0.8941703 0.9344473 ]\n",
+ " ...\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]]\n",
+ "\n",
+ " [[0.9273284 0.9194853 0.93125 ]\n",
+ " [0.92527574 0.9174326 0.9291973 ]\n",
+ " [0.9314946 0.92365146 0.93541616]\n",
+ " ...\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]]\n",
+ "\n",
+ " [[0.94494486 0.9371017 0.9488664 ]\n",
+ " [0.95425236 0.9464092 0.95817393]\n",
+ " [0.9580576 0.95021445 0.96197915]\n",
+ " ...\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]\n",
+ " [0.99607843 0.99607843 0.99607843]]]], shape=(32, 128, 128, 3), dtype=float32)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "pretrained_model = tf.keras.applications.xception.Xception(include_top=False,\n",
+ " input_shape=(128,128,3),\n",
+ " weights='imagenet',\n",
+ " pooling='max')\n",
+ "for layer in pretrained_model.layers:\n",
+ " layer.trainable = False"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "Cw0MXk1kknIr",
+ "outputId": "3dc4db5f-9302-4c62-8970-b4d08690e2c6"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/xception/xception_weights_tf_dim_ordering_tf_kernels_notop.h5\n",
+ "83683744/83683744 [==============================] - 1s 0us/step\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "data_augmentation = tf.keras.Sequential(\n",
+ " [\n",
+ " tf.keras.layers.RandomFlip(\"horizontal\",input_shape=(128,128,3)),\n",
+ " tf.keras.layers.RandomRotation(0.2),\n",
+ " tf.keras.layers.RandomZoom(0.2)\n",
+ " ]\n",
+ ")"
+ ],
+ "metadata": {
+ "id": "U9dCRw29OZUL"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "model = tf.keras.models.Sequential()\n",
+ "\n",
+ "model.add(pretrained_model)\n",
+ "\n",
+ "# model.add(tf.keras.layers.Conv2D(32,kernel_size=3, activation='relu'))\n",
+ "# model.add(tf.keras.layers.MaxPooling2D())\n",
+ "\n",
+ "# model.add(tf.keras.layers.Conv2D(64,kernel_size=3,activation='relu'))\n",
+ "# model.add(tf.keras.layers.MaxPooling2D())\n",
+ "\n",
+ "# model.add(tf.keras.layers.Conv2D(128,kernel_size=3,activation='relu'))\n",
+ "# model.add(tf.keras.layers.MaxPooling2D())\n",
+ "\n",
+ "# model.add(tf.keras.layers.Dropout(0.2))\n",
+ "# model.add(tf.keras.layers.BatchNormalization())\n",
+ "\n",
+ "model.add(tf.keras.layers.Flatten())\n",
+ "\n",
+ "model.add(tf.keras.layers.Dense(128,activation='relu'))\n",
+ "model.add(tf.keras.layers.Dense(128,activation='relu'))\n",
+ "model.add(tf.keras.layers.Dense(32,activation='relu'))\n",
+ "\n",
+ "model.add(tf.keras.layers.Dense(1,activation='sigmoid'))"
+ ],
+ "metadata": {
+ "id": "BDVdnR4uP0u7"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "model.summary()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "ia5xZbgyTiQj",
+ "outputId": "f984e720-e74f-4686-f4fd-89ee97dd9901"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Model: \"sequential_1\"\n",
+ "_________________________________________________________________\n",
+ " Layer (type) Output Shape Param # \n",
+ "=================================================================\n",
+ " xception (Functional) (None, 2048) 20861480 \n",
+ " \n",
+ " flatten (Flatten) (None, 2048) 0 \n",
+ " \n",
+ " dense (Dense) (None, 128) 262272 \n",
+ " \n",
+ " dense_1 (Dense) (None, 128) 16512 \n",
+ " \n",
+ " dense_2 (Dense) (None, 32) 4128 \n",
+ " \n",
+ " dense_3 (Dense) (None, 1) 33 \n",
+ " \n",
+ "=================================================================\n",
+ "Total params: 21144425 (80.66 MB)\n",
+ "Trainable params: 282945 (1.08 MB)\n",
+ "Non-trainable params: 20861480 (79.58 MB)\n",
+ "_________________________________________________________________\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "model.compile(optimizer=tf.keras.optimizers.Adam(),\n",
+ " loss=tf.keras.losses.BinaryCrossentropy(),\n",
+ " metrics=['accuracy'])"
+ ],
+ "metadata": {
+ "id": "H242ZzoxUC9J"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "start_time = time.time()\n",
+ "\n",
+ "history = model.fit(train_data,\n",
+ " epochs=5,\n",
+ " validation_data=validation_data)\n",
+ "end_time = time.time()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "HYoEfZAHZG1M",
+ "outputId": "19446d43-471a-4b75-daf4-7c414e89a2b1"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Epoch 1/5\n",
+ "225/225 [==============================] - 508s 2s/step - loss: 0.1801 - accuracy: 0.9218 - val_loss: 0.1056 - val_accuracy: 0.9563\n",
+ "Epoch 2/5\n",
+ "225/225 [==============================] - 518s 2s/step - loss: 0.1196 - accuracy: 0.9501 - val_loss: 0.1188 - val_accuracy: 0.9488\n",
+ "Epoch 3/5\n",
+ "225/225 [==============================] - 523s 2s/step - loss: 0.1009 - accuracy: 0.9578 - val_loss: 0.0967 - val_accuracy: 0.9600\n",
+ "Epoch 4/5\n",
+ "225/225 [==============================] - 518s 2s/step - loss: 0.0881 - accuracy: 0.9622 - val_loss: 0.1197 - val_accuracy: 0.9450\n",
+ "Epoch 5/5\n",
+ "225/225 [==============================] - 516s 2s/step - loss: 0.0749 - accuracy: 0.9694 - val_loss: 0.0940 - val_accuracy: 0.9613\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "history.history"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "YfHaXn43cgL8",
+ "outputId": "8874c0e3-571e-4b5d-91c8-4e43c65b80d7"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "{'loss': [0.1800919622182846,\n",
+ " 0.11959502846002579,\n",
+ " 0.10087363421916962,\n",
+ " 0.08813710510730743,\n",
+ " 0.07487960904836655],\n",
+ " 'accuracy': [0.9218055605888367,\n",
+ " 0.9501388669013977,\n",
+ " 0.9577777981758118,\n",
+ " 0.9622222185134888,\n",
+ " 0.9694444537162781],\n",
+ " 'val_loss': [0.10555195808410645,\n",
+ " 0.11883493512868881,\n",
+ " 0.09666937589645386,\n",
+ " 0.11968741565942764,\n",
+ " 0.09395874291658401],\n",
+ " 'val_accuracy': [0.956250011920929,\n",
+ " 0.9487500190734863,\n",
+ " 0.9599999785423279,\n",
+ " 0.9449999928474426,\n",
+ " 0.9612500071525574]}"
+ ]
+ },
+ "metadata": {},
+ "execution_count": 20
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "fig = plt.figure()\n",
+ "plt.plot(history.history['accuracy'],color='teal',label='accuracy')\n",
+ "plt.plot(history.history['val_accuracy'],color='orange',label='val_accuracy')\n",
+ "fig.suptitle('accuracy',fontsize=20)\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 478
+ },
+ "id": "tCqn5_4Dciyy",
+ "outputId": "72ec3a64-bc27-4175-fd8e-d5db7750da62"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "fig = plt.figure()\n",
+ "plt.plot(history.history['loss'],color='teal',label='loss')\n",
+ "plt.plot(history.history['val_loss'],color='orange',label='val_loss')\n",
+ "fig.suptitle('accuracy',fontsize=20)\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 478
+ },
+ "id": "KQGVXPT6dW0E",
+ "outputId": "57048785-841d-4a24-80fb-cb8485065a5c"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "time = end_time - start_time\n",
+ "time = time/60\n",
+ "time"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "E0-J6oeTdqSi",
+ "outputId": "0fa0b017-1ba5-4432-de33-768c93825f93"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "43.841600461800894"
+ ]
+ },
+ "metadata": {},
+ "execution_count": 23
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "precision = tf.keras.metrics.Precision()\n",
+ "recall = tf.keras.metrics.Recall()\n",
+ "accuracy = tf.keras.metrics.BinaryAccuracy()"
+ ],
+ "metadata": {
+ "id": "7txikZXvd2L8"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "for batch in test_data.as_numpy_iterator():\n",
+ " X, y = batch\n",
+ " yhat = model.predict(X)\n",
+ " precision.update_state(y, yhat)\n",
+ " recall.update_state(y, yhat)\n",
+ " accuracy.update_state(y, yhat)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "KJHSaEYTeX_q",
+ "outputId": "63107514-f121-4a3a-aec7-ad1b6704fec4"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
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+ "1/1 [==============================] - 2s 2s/step\n",
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+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
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+ "1/1 [==============================] - 2s 2s/step\n",
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+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 3s 3s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n",
+ "1/1 [==============================] - 2s 2s/step\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "precision.result()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "zXJJUgv_ha-k",
+ "outputId": "150f6581-abd6-4d32-b15b-684307570337"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "execution_count": 26
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "recall.result()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "wsruSHcjhqvD",
+ "outputId": "86ad4aba-fe6f-4443-ebf8-93654955438f"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "execution_count": 27
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "accuracy.result()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "-L87CjRlhubr",
+ "outputId": "e8c0d4b0-4ce2-4587-ee61-ae81f7e451c1"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "execution_count": 28
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import cv2"
+ ],
+ "metadata": {
+ "id": "EbiTGoiNhx2i"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# image = cv2.imread(\"download_dog.jpeg\")\n",
+ "# plt.imshow(image)\n",
+ "# plt.show()"
+ ],
+ "metadata": {
+ "id": "i_NEBCe4iVc7"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# resized_image = tf.image.resize(image, IMAGE_SIZE)\n",
+ "# scaled_image = resized_image/255"
+ ],
+ "metadata": {
+ "id": "7mO1xXJni8ZE"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# scaled_image"
+ ],
+ "metadata": {
+ "id": "kHe-biVxjZSK"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# img = np.expand_dims(scaled_image, 0)"
+ ],
+ "metadata": {
+ "id": "NRhCzP7cjdR7"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# y_hat = model.predict(img)"
+ ],
+ "metadata": {
+ "id": "5HRvP6rkjszC"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# y_hat"
+ ],
+ "metadata": {
+ "id": "F_7hXT6ukGN0"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# class_names"
+ ],
+ "metadata": {
+ "id": "7XUNSt72kII6"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# if y_hat > 0.5:\n",
+ "# print(\"dog\")\n",
+ "# plt.imshow(image)\n",
+ "# else:\n",
+ "# print(\"cat\")\n",
+ "# plt.imshow(image)"
+ ],
+ "metadata": {
+ "id": "PqIzs_7gkMHK"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "from google.colab import files\n",
+ "uploaded = files.upload()\n",
+ "filename = next(iter(uploaded))\n",
+ "\n",
+ "image = cv2.imread(filename)\n",
+ "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
+ "\n",
+ "resized_image = tf.image.resize(image, IMAGE_SIZE)\n",
+ "scaled_image = resized_image/255\n",
+ "\n",
+ "img = np.expand_dims(scaled_image, 0)\n",
+ "\n",
+ "y_hat = model.predict(img)\n",
+ "\n",
+ "label = \"dog\" if y_hat > 0.5 else \"cat\"\n",
+ "\n",
+ "fig, axs = plt.subplots(1, 2, figsize=(10, 5))\n",
+ "axs[0].imshow(image)\n",
+ "axs[0].axis('off')\n",
+ "axs[1].text(0.5, 0.5, label, fontsize=15, ha='center', va='center')\n",
+ "axs[1].axis('off')\n",
+ "plt.tight_layout()\n",
+ "plt.show()\n",
+ "\n",
+ "print(y_hat)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 599
+ },
+ "id": "Sy-Mv_mElJmV",
+ "outputId": "eea43946-d7e5-451c-c293-cad539d66d80"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "text/html": [
+ "\n",
+ " \n",
+ " \n",
+ " "
+ ]
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Saving why-do-cats-have-whiskers-2000x786-1.jpg to why-do-cats-have-whiskers-2000x786-1.jpg\n",
+ "1/1 [==============================] - 0s 111ms/step\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "[[0.07803069]]\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [],
+ "metadata": {
+ "id": "zwDjMF18nwUr"
+ },
+ "execution_count": null,
+ "outputs": []
+ }
+ ]
+}
\ No newline at end of file