{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# TF CNN" ] }, { "cell_type": "markdown", "metadata": { "id": "x4HI2mpwlrcn" }, "source": [ "Copyright 2019 The TensorFlow Authors." ] }, { "cell_type": "markdown", "metadata": { "id": "DSPCom-KmApV" }, "source": [ "# Convolutional Neural Network (CNN)" ] }, { "cell_type": "markdown", "metadata": { "id": "klAltGp8ycek" }, "source": [ "\n", " \n", " \n", " \n", " \n", "
\n", " \n", " \n", " View on TensorFlow.org\n", " \n", " \n", " \n", " Run in Google Colab\n", " \n", " \n", " \n", " View source on GitHub\n", " \n", " Download notebook\n", "
" ] }, { "cell_type": "markdown", "metadata": { "id": "qLGkt5qiyz4E" }, "source": [ "
\n", "\n", "This tutorial demonstrates training a simple [Convolutional Neural Network](https://developers.google.com/machine-learning/glossary/#convolutional_neural_network) (CNN) to classify [CIFAR images](https://www.cs.toronto.edu/~kriz/cifar.html). Because this tutorial uses the [Keras Sequential API](https://www.tensorflow.org/guide/keras/overview), creating and training your model will take just a few lines of code.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "m7KBpffWzlxH" }, "source": [ "### Import TensorFlow" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:32.261134Z", "iopub.status.busy": "2022-01-26T05:11:32.260310Z", "iopub.status.idle": "2022-01-26T05:11:34.742110Z", "shell.execute_reply": "2022-01-26T05:11:34.741254Z" }, "id": "iAve6DCL4JH4" }, "outputs": [], "source": [ "import tensorflow as tf\n", "\n", "from tensorflow.keras import datasets, layers, models\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": { "id": "jRFxccghyMVo" }, "source": [ "### Download and prepare the CIFAR10 dataset\n", "\n", "\n", "The CIFAR10 dataset contains 60,000 color images in 10 classes, with 6,000 images in each class. The dataset is divided into 50,000 training images and 10,000 testing images. The classes are mutually exclusive and there is no overlap between them." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:34.747153Z", "iopub.status.busy": "2022-01-26T05:11:34.746577Z", "iopub.status.idle": "2022-01-26T05:11:48.763399Z", "shell.execute_reply": "2022-01-26T05:11:48.763818Z" }, "id": "JWoEqyMuXFF4" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz\n", "170500096/170498071 [==============================] - 6s 0us/step\n", "170508288/170498071 [==============================] - 6s 0us/step\n" ] } ], "source": [ "(train_images, train_labels), (test_images, test_labels) = datasets.cifar10.load_data()\n", "\n", "# Normalize pixel values to be between 0 and 1\n", "train_images, test_images = train_images / 255.0, test_images / 255.0" ] }, { "cell_type": "markdown", "metadata": { "id": "7wArwCTJJlUa" }, "source": [ "### Verify the data\n", "\n", "To verify that the dataset looks correct, let's plot the first 25 images from the training set and display the class name below each image:\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:48.812571Z", "iopub.status.busy": "2022-01-26T05:11:48.780279Z", "iopub.status.idle": "2022-01-26T05:11:49.701268Z", "shell.execute_reply": "2022-01-26T05:11:49.701645Z" }, "id": "K3PAELE2eSU9" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "class_names = ['airplane', 'automobile', 'bird', 'cat', 'deer',\n", " 'dog', 'frog', 'horse', 'ship', 'truck']\n", "\n", "plt.figure(figsize=(10,10))\n", "for i in range(25):\n", " plt.subplot(5,5,i+1)\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.grid(False)\n", " plt.imshow(train_images[i])\n", " # The CIFAR labels happen to be arrays, \n", " # which is why you need the extra index\n", " plt.xlabel(class_names[train_labels[i][0]])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "Oewp-wYg31t9" }, "source": [ "### Create the convolutional base" ] }, { "cell_type": "markdown", "metadata": { "id": "3hQvqXpNyN3x" }, "source": [ "The 6 lines of code below define the convolutional base using a common pattern: a stack of [Conv2D](https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D) and [MaxPooling2D](https://www.tensorflow.org/api_docs/python/tf/keras/layers/MaxPool2D) layers.\n", "\n", "As input, a CNN takes tensors of shape (image_height, image_width, color_channels), ignoring the batch size. If you are new to these dimensions, color_channels refers to (R,G,B). In this example, you will configure your CNN to process inputs of shape (32, 32, 3), which is the format of CIFAR images. You can do this by passing the argument `input_shape` to your first layer.\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:49.708455Z", "iopub.status.busy": "2022-01-26T05:11:49.706738Z", "iopub.status.idle": "2022-01-26T05:11:51.276934Z", "shell.execute_reply": "2022-01-26T05:11:51.277363Z" }, "id": "L9YmGQBQPrdn" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-05 17:16:04.861954: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n", "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" ] } ], "source": [ "model = models.Sequential()\n", "model.add(layers.Conv2D(32, (3, 3), activation='relu', input_shape=(32, 32, 3)))\n", "model.add(layers.MaxPooling2D((2, 2)))\n", "model.add(layers.Conv2D(64, (3, 3), activation='relu'))\n", "model.add(layers.MaxPooling2D((2, 2)))\n", "model.add(layers.Conv2D(64, (3, 3), activation='relu'))" ] }, { "cell_type": "markdown", "metadata": { "id": "lvDVFkg-2DPm" }, "source": [ "Let's display the architecture of your model so far:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:51.281983Z", "iopub.status.busy": "2022-01-26T05:11:51.281352Z", "iopub.status.idle": "2022-01-26T05:11:51.297645Z", "shell.execute_reply": "2022-01-26T05:11:51.295152Z" }, "id": "8-C4XBg4UTJy" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model: \"sequential\"\n", "_________________________________________________________________\n", " Layer (type) Output Shape Param # \n", "=================================================================\n", " conv2d (Conv2D) (None, 30, 30, 32) 896 \n", " \n", " max_pooling2d (MaxPooling2D (None, 15, 15, 32) 0 \n", " ) \n", " \n", " conv2d_1 (Conv2D) (None, 13, 13, 64) 18496 \n", " \n", " max_pooling2d_1 (MaxPooling (None, 6, 6, 64) 0 \n", " 2D) \n", " \n", " conv2d_2 (Conv2D) (None, 4, 4, 64) 36928 \n", " \n", "=================================================================\n", "Total params: 56,320\n", "Trainable params: 56,320\n", "Non-trainable params: 0\n", "_________________________________________________________________\n" ] } ], "source": [ "model.summary()" ] }, { "cell_type": "markdown", "metadata": { "id": "_j-AXYeZ2GO5" }, "source": [ "Above, you can see that the output of every Conv2D and MaxPooling2D layer is a 3D tensor of shape (height, width, channels). The width and height dimensions tend to shrink as you go deeper in the network. The number of output channels for each Conv2D layer is controlled by the first argument (e.g., 32 or 64). Typically, as the width and height shrink, you can afford (computationally) to add more output channels in each Conv2D layer." ] }, { "cell_type": "markdown", "metadata": { "id": "_v8sVOtG37bT" }, "source": [ "### Add Dense layers on top\n", "\n", "To complete the model, you will feed the last output tensor from the convolutional base (of shape (4, 4, 64)) into one or more Dense layers to perform classification. Dense layers take vectors as input (which are 1D), while the current output is a 3D tensor. First, you will flatten (or unroll) the 3D output to 1D, then add one or more Dense layers on top. CIFAR has 10 output classes, so you use a final Dense layer with 10 outputs." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:51.302788Z", "iopub.status.busy": "2022-01-26T05:11:51.302212Z", "iopub.status.idle": "2022-01-26T05:11:51.319681Z", "shell.execute_reply": "2022-01-26T05:11:51.320042Z" }, "id": "mRs95d6LUVEi" }, "outputs": [], "source": [ "model.add(layers.Flatten())\n", "model.add(layers.Dense(64, activation='relu'))\n", "model.add(layers.Dense(10))" ] }, { "cell_type": "markdown", "metadata": { "id": "ipGiQMcR4Gtq" }, "source": [ "Here's the complete architecture of your model:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:51.324375Z", "iopub.status.busy": "2022-01-26T05:11:51.323638Z", "iopub.status.idle": "2022-01-26T05:11:51.347165Z", "shell.execute_reply": "2022-01-26T05:11:51.341496Z" }, "id": "8Yu_m-TZUWGX" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model: \"sequential\"\n", "_________________________________________________________________\n", " Layer (type) Output Shape Param # \n", "=================================================================\n", " conv2d (Conv2D) (None, 30, 30, 32) 896 \n", " \n", " max_pooling2d (MaxPooling2D (None, 15, 15, 32) 0 \n", " ) \n", " \n", " conv2d_1 (Conv2D) (None, 13, 13, 64) 18496 \n", " \n", " max_pooling2d_1 (MaxPooling (None, 6, 6, 64) 0 \n", " 2D) \n", " \n", " conv2d_2 (Conv2D) (None, 4, 4, 64) 36928 \n", " \n", " flatten (Flatten) (None, 1024) 0 \n", " \n", " dense (Dense) (None, 64) 65600 \n", " \n", " dense_1 (Dense) (None, 10) 650 \n", " \n", "=================================================================\n", "Total params: 122,570\n", "Trainable params: 122,570\n", "Non-trainable params: 0\n", "_________________________________________________________________\n" ] } ], "source": [ "model.summary()" ] }, { "cell_type": "markdown", "metadata": { "id": "xNKXi-Gy3RO-" }, "source": [ "The network summary shows that (4, 4, 64) outputs were flattened into vectors of shape (1024) before going through two Dense layers." ] }, { "cell_type": "markdown", "metadata": { "id": "P3odqfHP4M67" }, "source": [ "### Compile and train the model" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:11:51.354877Z", "iopub.status.busy": "2022-01-26T05:11:51.351479Z", "iopub.status.idle": "2022-01-26T05:12:53.567336Z", "shell.execute_reply": "2022-01-26T05:12:53.566859Z" }, "id": "MdDzI75PUXrG" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/5\n", "1563/1563 [==============================] - 30s 19ms/step - loss: 0.7346 - accuracy: 0.7421 - val_loss: 0.9005 - val_accuracy: 0.7014\n", "Epoch 2/5\n", "1563/1563 [==============================] - 29s 19ms/step - loss: 0.6875 - accuracy: 0.7578 - val_loss: 0.8748 - val_accuracy: 0.7038\n", "Epoch 3/5\n", "1563/1563 [==============================] - 30s 19ms/step - loss: 0.6498 - accuracy: 0.7712 - val_loss: 0.8606 - val_accuracy: 0.7041\n", "Epoch 4/5\n", "1563/1563 [==============================] - 30s 19ms/step - loss: 0.6073 - accuracy: 0.7852 - val_loss: 0.8850 - val_accuracy: 0.6981\n", "Epoch 5/5\n", "1563/1563 [==============================] - 28s 18ms/step - loss: 0.5764 - accuracy: 0.7955 - val_loss: 0.8740 - val_accuracy: 0.7124\n" ] } ], "source": [ "model.compile(optimizer='adam',\n", " loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n", " metrics=['accuracy'])\n", "\n", "history = model.fit(train_images, train_labels, epochs=5, \n", " validation_data=(test_images, test_labels))" ] }, { "cell_type": "markdown", "metadata": { "id": "jKgyC5K_4O0d" }, "source": [ "### Evaluate the model" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:12:53.592360Z", "iopub.status.busy": "2022-01-26T05:12:53.591680Z", "iopub.status.idle": "2022-01-26T05:12:54.645588Z", "shell.execute_reply": "2022-01-26T05:12:54.645130Z" }, "id": "gtyDF0MKUcM7" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "313/313 - 1s - loss: 0.8475 - accuracy: 0.7192 - 634ms/epoch - 2ms/step\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(history.history['accuracy'], label='accuracy')\n", "plt.plot(history.history['val_accuracy'], label = 'val_accuracy')\n", "plt.xlabel('Epoch')\n", "plt.ylabel('Accuracy')\n", "plt.ylim([0.5, 1])\n", "plt.legend(loc='lower right')\n", "\n", "test_loss, test_acc = model.evaluate(test_images, test_labels, verbose=2)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-01-26T05:12:54.649570Z", "iopub.status.busy": "2022-01-26T05:12:54.649014Z", "iopub.status.idle": "2022-01-26T05:12:54.651075Z", "shell.execute_reply": "2022-01-26T05:12:54.651428Z" }, "id": "0LvwaKhtUdOo" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.7192000150680542\n" ] } ], "source": [ "print(test_acc)" ] }, { "cell_type": "markdown", "metadata": { "id": "8cfJ8AR03gT5" }, "source": [ "Your simple CNN has achieved a test accuracy of over 70%. Not bad for a few lines of code! For another CNN style, check out the [TensorFlow 2 quickstart for experts](https://www.tensorflow.org/tutorials/quickstart/advanced) example that uses the Keras subclassing API and `tf.GradientTape`." ] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "cnn.ipynb", "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "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": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 0 }