{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "_os2SNaj1njY" }, "source": [ "# Image classification from scratch\n", "\n", "**Author:** [fchollet](https://twitter.com/fchollet)
\n", "**Date created:** 2020/04/27
\n", "**Last modified:** 2020/04/28
\n", "**Description:** Training an image classifier from scratch on the Kaggle Cats vs Dogs dataset." ] }, { "cell_type": "markdown", "metadata": { "id": "hEPiUEtj1njZ" }, "source": [ "## Introduction\n", "\n", "This example shows how to do image classification from scratch, starting from JPEG\n", "image files on disk, without leveraging pre-trained weights or a pre-made Keras\n", "Application model. We demonstrate the workflow on the Kaggle Cats vs Dogs binary\n", " classification dataset.\n", "\n", "We use the `image_dataset_from_directory` utility to generate the datasets, and\n", "we use Keras image preprocessing layers for image standardization and data augmentation.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "vFcWzzPQ1nja" }, "source": [ "## Setup\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "u_z-j-fY1njb" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/miniconda3/lib/python3.8/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 1.23.2\n", " warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n" ] } ], "source": [ "import tensorflow as tf\n", "from tensorflow import keras\n", "from tensorflow.keras import layers\n", "import pydot\n", "import os\n", "from PIL import Image\n", "import matplotlib.pyplot as plt\n", "from keras.utils.vis_utils import plot_model" ] }, { "cell_type": "markdown", "metadata": { "id": "iusfbMxZ1njc" }, "source": [ "## Load the data: the Cats vs Dogs dataset\n", "\n", "### Raw data download\n", "\n", "First, let's download the 786M ZIP archive of the raw data:\n" ] }, { "cell_type": "markdown", "metadata": { "id": "5lujeYX81njd" }, "source": [ "Now we have a `PetImages` folder which contain two subfolders, `Cat` and `Dog`. Each\n", " subfolder contains image files for each category.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "jED1LIFr1njd", "outputId": "bfed1264-9e8d-42d3-be60-3bde47503bf0" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/bin/bash: line 0: cd: /Users/ca101/teaching/AI/CS232/regression: No such file or directory\n", "\u001b[34mCat\u001b[m\u001b[m \u001b[34mDog\u001b[m\u001b[m\n" ] } ], "source": [ "!cd /Users/ca101/teaching/AI/CS232/regression\n", "!ls PetImages\n" ] }, { "cell_type": "markdown", "metadata": { "id": "iz07gyGU1nje" }, "source": [ "### Filter out corrupted images\n", "\n", "When working with lots of real-world image data, corrupted images are a common\n", "occurence. Let's filter out badly-encoded images that do not feature the string \"JFIF\"\n", " in their header.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 244 }, "id": "nsPyGIsQ1nje", "outputId": "1eeee067-5d8c-44ed-d2eb-5831ad806f47" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "here!\n", "Deleted 0 images\n" ] } ], "source": [ "num_skipped = 0\n", "print(\"here!\")\n", "for folder_name in (\"Cat\", \"Dog\"):\n", " folder_path = os.path.join(\"PetImages\", folder_name)\n", " for fname in os.listdir(folder_path):\n", " if fname[-1].lower() == 'g':\n", " fpath = os.path.join(folder_path, fname)\n", " #Image.open(fpath).convert('L').save(fpath)\n", " try:\n", " fobj = open(fpath, \"rb\")\n", " is_jfif = tf.compat.as_bytes(\"JFIF\") in fobj.peek(10)\n", " finally:\n", " fobj.close()\n", "\n", " if not is_jfif:\n", " num_skipped += 1\n", " # Delete corrupted image\n", " os.remove(fpath)\n", "\n", "print(\"Deleted %d images\" % num_skipped)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "n82W39da1njf" }, "source": [ "## Generate a `Dataset`\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "m-KkH4-D1njf", "outputId": "fdad103a-674e-4be3-b10d-c43fdbe25a11" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 23410 files belonging to 2 classes.\n", "Using 18728 files for training.\n", "Found 23410 files belonging to 2 classes.\n", "Using 4682 files for validation.\n" ] } ], "source": [ "image_size = (180, 180)\n", "batch_size = 32\n", "\n", "train_ds = tf.keras.preprocessing.image_dataset_from_directory(\n", " \"PetImages\",\n", " color_mode='grayscale',\n", " validation_split=0.2,\n", " subset=\"training\",\n", " seed=1337,\n", " image_size=image_size,\n", " batch_size=batch_size,\n", ")\n", "val_ds = tf.keras.preprocessing.image_dataset_from_directory(\n", " \"PetImages\",\n", " color_mode='grayscale',\n", " validation_split=0.2,\n", " subset=\"validation\",\n", " seed=1337,\n", " image_size=image_size,\n", " batch_size=batch_size,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "SWzlW2H-1njf" }, "source": [ "## Visualize the data\n", "\n", "Here are the first 9 images in the training dataset. As you can see, label 1 is \"dog\"\n", " and label 0 is \"cat\".\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 591 }, "id": "St7lj7zC1njg", "outputId": "9a20d448-26a8-4e0b-9373-dd3b7051334b" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "for images, labels in train_ds.take(1):\n", " for i in range(9):\n", " ax = plt.subplot(3, 3, i + 1)\n", " img = images[i].numpy().astype(\"uint8\").squeeze()\n", " plt.imshow(img,cmap='gray', vmin=0, vmax=255)\n", " plt.title(int(labels[i]))\n", " plt.axis(\"off\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "03HkTWlO1njg" }, "source": [ "## Using image data augmentation\n", "\n", "When you don't have a large image dataset, it's a good practice to artificially\n", "introduce sample diversity by applying random yet realistic transformations to the\n", "training images, such as random horizontal flipping or small random rotations. This\n", "helps expose the model to different aspects of the training data while slowing down\n", " overfitting.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "id": "LM39ZkDl1njg" }, "outputs": [], "source": [ "data_augmentation = keras.Sequential(\n", " [\n", " layers.RandomFlip(\"horizontal\"),\n", " layers.RandomRotation(0.1),\n", " ]\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "G7dmLVej1njh" }, "source": [ "Let's visualize what the augmented samples look like, by applying `data_augmentation`\n", " repeatedly to the first image in the dataset:\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 575 }, "id": "pI6hq_U01njh", "outputId": "8d19c4ae-cce0-4143-fa3a-b4866eb1ad49" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "for images, _ in train_ds.take(1):\n", " for i in range(9):\n", " augmented_images = data_augmentation(images)\n", " ax = plt.subplot(3, 3, i + 1)\n", " img = augmented_images[0].numpy().astype(\"uint8\").squeeze()\n", " plt.imshow(img,cmap='gray', vmin=0, vmax=255)\n", " plt.axis(\"off\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "CElkI2-r1njh" }, "source": [ "## Standardizing the data\n", "\n", "Our image are already in a standard size (180x180), as they are being yielded as\n", "contiguous `float32` batches by our dataset. However, their RGB channel values are in\n", " the `[0, 255]` range. This is not ideal for a neural network;\n", "in general you should seek to make your input values small. Here, we will\n", "standardize values to be in the `[0, 1]` by using a `Rescaling` layer at the start of\n", " our model.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "ETAHN-xe1njh" }, "source": [ "## Two options to preprocess the data\n", "\n", "There are two ways you could be using the `data_augmentation` preprocessor:\n", "\n", "**Option 1: Make it part of the model**, like this:\n", "\n", "```python\n", "inputs = keras.Input(shape=input_shape)\n", "x = data_augmentation(inputs)\n", "x = layers.Rescaling(1./255)(x)\n", "... # Rest of the model\n", "```\n", "\n", "With this option, your data augmentation will happen *on device*, synchronously\n", "with the rest of the model execution, meaning that it will benefit from GPU\n", " acceleration.\n", "\n", "**Option 2: apply it to the dataset**, so as to obtain a dataset that yields batches of\n", " augmented images, like this:\n", "\n", "```python\n", "augmented_train_ds = train_ds.map(\n", " lambda x, y: (data_augmentation(x, training=True), y))\n", "```\n", "\n", "We'll go with the first option.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "h_6iyi4P1njh" }, "source": [ "## Configure the dataset for performance\n", "\n", "Let's make sure to use buffered prefetching so we can yield data from disk without\n", " having I/O becoming blocking:\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "ofmdIqoK1njh" }, "outputs": [], "source": [ "train_ds = train_ds.prefetch(buffer_size=32)\n", "val_ds = val_ds.prefetch(buffer_size=32)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "dVPOJ-x91nji" }, "source": [ "## Build a model\n", "\n", "We'll build a small version of the Xception network. We haven't particularly tried to\n", "optimize the architecture; if you want to do a systematic search for the best model\n", " configuration, consider using\n", "[KerasTuner](https://github.com/keras-team/keras-tuner).\n", "\n", "Note that:\n", "\n", "- We start the model with the `data_augmentation` preprocessor, followed by a\n", " `Rescaling` layer.\n", "- We include a `Dropout` layer before the final classification layer.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 312 }, "id": "DENybniZ1nji", "outputId": "05bdae59-7d62-4401-f6a1-1ef4102acd32" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def make_model(input_shape, num_classes):\n", " inputs = keras.Input(shape=input_shape)\n", " x = layers.Conv2D(8, (5, 5), activation='relu', strides=1)(inputs)\n", " x = layers.MaxPooling2D((2, 2))(x)\n", " x = layers.Conv2D(16, (5, 5), activation='relu', strides=1)(x)\n", " x = layers.MaxPooling2D((2, 2))(x)\n", " x = layers.Flatten()(x)\n", " if num_classes == 2:\n", " activation = \"sigmoid\"\n", " units = 1\n", " else:\n", " activation = \"softmax\"\n", " units = num_classes\n", " outputs = layers.Dense(units, activation=activation)(x)\n", " return keras.Model(inputs, outputs)\n", "\n", "\n", "model = make_model(input_shape=image_size+(1,), num_classes=2)\n", "keras.utils.plot_model(model, show_shapes=True)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "ixwtcs_s1nji" }, "source": [ "## Train the model\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 636 }, "id": "mzaGa4mz1njj", "outputId": "898a58c3-0a05-472f-8281-0bc779376278" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/10\n", "586/586 [==============================] - 340s 578ms/step - loss: 0.8998 - accuracy: 0.5166 - val_loss: 0.6923 - val_accuracy: 0.5295\n", "Epoch 2/10\n", "201/586 [=========>....................] - ETA: 3:38 - loss: 0.6887 - accuracy: 0.5233" ] }, { "ename": "KeyboardInterrupt", "evalue": "", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 9\u001b[0m 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graph_function._call_flat(\n\u001b[0m\u001b[1;32m 3131\u001b[0m filtered_flat_args, captured_inputs=graph_function.captured_inputs) # pylint: disable=protected-access\n\u001b[1;32m 3132\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/opt/miniconda3/lib/python3.8/site-packages/tensorflow/python/eager/function.py\u001b[0m in \u001b[0;36m_call_flat\u001b[0;34m(self, args, captured_inputs, cancellation_manager)\u001b[0m\n\u001b[1;32m 1957\u001b[0m and executing_eagerly):\n\u001b[1;32m 1958\u001b[0m \u001b[0;31m# No tape is watching; skip to running the function.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1959\u001b[0;31m return self._build_call_outputs(self._inference_function.call(\n\u001b[0m\u001b[1;32m 1960\u001b[0m ctx, args, cancellation_manager=cancellation_manager))\n\u001b[1;32m 1961\u001b[0m forward_backward = self._select_forward_and_backward_functions(\n", 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600\u001b[0m \u001b[0mnum_outputs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_num_outputs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/opt/miniconda3/lib/python3.8/site-packages/tensorflow/python/eager/execute.py\u001b[0m in \u001b[0;36mquick_execute\u001b[0;34m(op_name, num_outputs, inputs, attrs, ctx, name)\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0mctx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mensure_initialized\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,\n\u001b[0m\u001b[1;32m 59\u001b[0m inputs, attrs, num_outputs)\n\u001b[1;32m 60\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_NotOkStatusException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] } ], "source": [ "epochs = 10\n", "\n", "callbacks = [\n", " keras.callbacks.ModelCheckpoint(\"save_at_{epoch}.h5\"),\n", "]\n", "model.compile(\n", " optimizer=keras.optimizers.Adam(1e-3),\n", " loss=\"binary_crossentropy\",\n", " metrics=[\"accuracy\"],\n", ")\n", "model.fit(\n", " train_ds, epochs=epochs, callbacks=callbacks, validation_data=val_ds,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "smjeG0W21njj" }, "source": [ "We get to ~67% validation accuracy after training for 10 epochs on the full dataset.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "TO_jOMfA1njj" }, "source": [ "## Run inference on new data\n", "\n", "Note that data augmentation and dropout are inactive at inference time.\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "id": "-0DzdyI_1njj" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This image is 50.14 percent cat and 49.86 percent dog.\n" ] } ], "source": [ "img = keras.preprocessing.image.load_img(\n", " \"PetImages/Cat/6767.jpg\", target_size=image_size, color_mode=\"grayscale\"\n", ")\n", "img_array = keras.preprocessing.image.img_to_array(img)\n", "img_array = tf.expand_dims(img_array, 0) # Create batch axis\n", "\n", "predictions = model.predict(img_array)\n", "score = predictions[0]\n", "print(\n", " \"This image is %.2f percent cat and %.2f percent dog.\"\n", " % (100 * (1 - score), 100 * score)\n", ")\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "cat_regression", "provenance": [] }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 1 }