From a88bbc043fe2714c2555c9d7a70f6e7cfd849690 Mon Sep 17 00:00:00 2001 From: MaoXianxin Date: Sun, 1 Aug 2021 17:53:03 +0800 Subject: [PATCH] Convolutional Neural Network (CNN) --- .../Convolutional Neural Network (CNN).ipynb | 537 ++++++++++++++++++ .../Convolutional Neural Network (CNN).md | 0 2 files changed, 537 insertions(+) create mode 100644 CV_Classification/Convolutional Neural Network (CNN).ipynb create mode 100644 CV_Classification/Convolutional Neural Network (CNN).md diff --git a/CV_Classification/Convolutional Neural Network (CNN).ipynb b/CV_Classification/Convolutional Neural Network (CNN).ipynb new file mode 100644 index 0000000..c324bd2 --- /dev/null +++ b/CV_Classification/Convolutional Neural Network (CNN).ipynb @@ -0,0 +1,537 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "\n", + "from tensorflow.keras import datasets, layers, models\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 2, + "outputs": [], + "source": [ + "(train_images, train_labels), (test_images, test_labels) = datasets.cifar10.load_data()\n", + "\n", + "layer = tf.keras.layers.experimental.preprocessing.Normalization()\n", + "layer.adapt(train_images)\n", + "\n", + "# Normalize pixel values to be between 0 and 1\n", + "# train_images, test_images = train_images / 255.0, test_images / 255.0" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 3, + "outputs": [ + { + "data": { + "text/plain": "(,\n )" + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "layer.mean, layer.variance" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [], + "source": [ + "train_image_one = layer(train_images[:1])" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 5, + "outputs": [ + { + "data": { + "text/plain": "(-1.9892157, 2.0945833)" + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.min(train_image_one), np.max(train_image_one)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 6, + "outputs": [ + { + "data": { + "text/plain": "
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\n" + }, + "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()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 7, + "outputs": [], + "source": [ + "\n", + "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'))" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 8, + "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", + "conv2d_1 (Conv2D) (None, 13, 13, 64) 18496 \n", + "_________________________________________________________________\n", + "max_pooling2d_1 (MaxPooling2 (None, 6, 6, 64) 0 \n", + "_________________________________________________________________\n", + "conv2d_2 (Conv2D) (None, 4, 4, 64) 36928 \n", + "=================================================================\n", + "Total params: 56,320\n", + "Trainable params: 56,320\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "model.summary()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 9, + "outputs": [], + "source": [ + "model.add(layers.Flatten())\n", + "model.add(layers.Dense(64, activation='relu'))\n", + "model.add(layers.Dense(10))" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 10, + "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", + "conv2d_1 (Conv2D) (None, 13, 13, 64) 18496 \n", + "_________________________________________________________________\n", + "max_pooling2d_1 (MaxPooling2 (None, 6, 6, 64) 0 \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", + "Total params: 122,570\n", + "Trainable params: 122,570\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "model.summary()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 11, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/10\n", + "1563/1563 - 7s - loss: 1.3663 - accuracy: 0.5087 - val_loss: 1.1856 - val_accuracy: 0.5861\n", + "Epoch 2/10\n", + "1563/1563 - 5s - loss: 0.9773 - accuracy: 0.6572 - val_loss: 0.9604 - val_accuracy: 0.6659\n", + "Epoch 3/10\n", + "1563/1563 - 6s - loss: 0.8279 - accuracy: 0.7090 - val_loss: 0.8527 - val_accuracy: 0.7021\n", + "Epoch 4/10\n", + "1563/1563 - 5s - loss: 0.7342 - accuracy: 0.7437 - val_loss: 0.9145 - val_accuracy: 0.6978\n", + "Epoch 5/10\n", + "1563/1563 - 6s - loss: 0.6594 - accuracy: 0.7702 - val_loss: 0.8388 - val_accuracy: 0.7149\n", + "Epoch 6/10\n", + "1563/1563 - 6s - loss: 0.5932 - accuracy: 0.7925 - val_loss: 0.8182 - val_accuracy: 0.7250\n", + "Epoch 7/10\n", + "1563/1563 - 6s - loss: 0.5388 - accuracy: 0.8120 - val_loss: 0.8267 - val_accuracy: 0.7301\n", + "Epoch 8/10\n", + "1563/1563 - 5s - loss: 0.4862 - accuracy: 0.8287 - val_loss: 0.8705 - val_accuracy: 0.7288\n", + "Epoch 9/10\n", + "1563/1563 - 5s - loss: 0.4429 - accuracy: 0.8430 - val_loss: 0.9090 - val_accuracy: 0.7329\n", + "Epoch 10/10\n", + "1563/1563 - 5s - loss: 0.3993 - accuracy: 0.8588 - val_loss: 0.9312 - val_accuracy: 0.7292\n", + "1563/1563 - 3s - loss: 0.2891 - accuracy: 0.9023\n", + "313/313 - 1s - loss: 0.9312 - accuracy: 0.7292\n", + "Epoch 1/10\n", + "1563/1563 - 6s - loss: 1.3615 - accuracy: 0.5115 - val_loss: 1.1004 - val_accuracy: 0.6124\n", + "Epoch 2/10\n", + "1563/1563 - 6s - loss: 0.9843 - accuracy: 0.6540 - val_loss: 0.9922 - val_accuracy: 0.6532\n", + "Epoch 3/10\n", + "1563/1563 - 5s - loss: 0.8414 - accuracy: 0.7054 - val_loss: 0.8780 - val_accuracy: 0.6969\n", + "Epoch 4/10\n", + "1563/1563 - 5s - loss: 0.7430 - accuracy: 0.7403 - val_loss: 0.8444 - val_accuracy: 0.7144\n", + "Epoch 5/10\n", + "1563/1563 - 6s - loss: 0.6676 - accuracy: 0.7677 - val_loss: 0.8640 - val_accuracy: 0.7070\n", + "Epoch 6/10\n", + "1563/1563 - 5s - loss: 0.6071 - accuracy: 0.7878 - val_loss: 0.8116 - val_accuracy: 0.7330\n", + "Epoch 7/10\n", + "1563/1563 - 5s - loss: 0.5547 - accuracy: 0.8055 - val_loss: 0.8214 - val_accuracy: 0.7250\n", + "Epoch 8/10\n", + "1563/1563 - 5s - loss: 0.5031 - accuracy: 0.8233 - val_loss: 0.8435 - val_accuracy: 0.7161\n", + "Epoch 9/10\n", + "1563/1563 - 5s - loss: 0.4603 - accuracy: 0.8374 - val_loss: 0.9022 - val_accuracy: 0.7263\n", + "Epoch 10/10\n", + "1563/1563 - 5s - loss: 0.4195 - accuracy: 0.8501 - val_loss: 0.9116 - val_accuracy: 0.7267\n", + "1563/1563 - 3s - loss: 0.3319 - accuracy: 0.8829\n", + "313/313 - 0s - loss: 0.9116 - accuracy: 0.7267\n", + "Epoch 1/10\n", + "1563/1563 - 6s - loss: 1.3771 - accuracy: 0.5044 - val_loss: 1.1272 - val_accuracy: 0.5982\n", + "Epoch 2/10\n", + "1563/1563 - 5s - loss: 0.9996 - accuracy: 0.6501 - val_loss: 0.9677 - val_accuracy: 0.6603\n", + "Epoch 3/10\n", + "1563/1563 - 5s - loss: 0.8504 - accuracy: 0.7022 - val_loss: 0.8853 - val_accuracy: 0.6899\n", + "Epoch 4/10\n", + "1563/1563 - 6s - loss: 0.7515 - accuracy: 0.7371 - val_loss: 0.8470 - val_accuracy: 0.7130\n", + "Epoch 5/10\n", + "1563/1563 - 5s - loss: 0.6814 - accuracy: 0.7625 - val_loss: 0.8239 - val_accuracy: 0.7170\n", + "Epoch 6/10\n", + "1563/1563 - 5s - loss: 0.6157 - accuracy: 0.7834 - val_loss: 0.8318 - val_accuracy: 0.7161\n", + "Epoch 7/10\n", + "1563/1563 - 6s - loss: 0.5652 - accuracy: 0.7993 - val_loss: 0.8343 - val_accuracy: 0.7143\n", + "Epoch 8/10\n", + "1563/1563 - 5s - loss: 0.5101 - accuracy: 0.8184 - val_loss: 0.8866 - val_accuracy: 0.7155\n", + "Epoch 9/10\n", + "1563/1563 - 5s - loss: 0.4665 - accuracy: 0.8345 - val_loss: 0.8963 - val_accuracy: 0.7184\n", + "Epoch 10/10\n", + "1563/1563 - 5s - loss: 0.4215 - accuracy: 0.8508 - val_loss: 0.9514 - val_accuracy: 0.7198\n", + "1563/1563 - 3s - loss: 0.3325 - accuracy: 0.8843\n", + "313/313 - 1s - loss: 0.9514 - accuracy: 0.7198\n", + "Epoch 1/10\n", + "1563/1563 - 6s - loss: 1.3799 - accuracy: 0.5050 - val_loss: 1.1086 - val_accuracy: 0.6083\n", + "Epoch 2/10\n", + "1563/1563 - 6s - loss: 0.9957 - accuracy: 0.6515 - val_loss: 0.9527 - val_accuracy: 0.6667\n", + "Epoch 3/10\n", + "1563/1563 - 5s - loss: 0.8436 - accuracy: 0.7071 - val_loss: 0.8997 - val_accuracy: 0.6930\n", + "Epoch 4/10\n", + "1563/1563 - 5s - loss: 0.7483 - accuracy: 0.7388 - val_loss: 0.8571 - val_accuracy: 0.7060\n", + "Epoch 5/10\n", + "1563/1563 - 5s - loss: 0.6756 - accuracy: 0.7650 - val_loss: 0.8219 - val_accuracy: 0.7227\n", + "Epoch 6/10\n", + "1563/1563 - 5s - loss: 0.6135 - accuracy: 0.7855 - val_loss: 0.8080 - val_accuracy: 0.7294\n", + "Epoch 7/10\n", + "1563/1563 - 5s - loss: 0.5596 - accuracy: 0.8047 - val_loss: 0.8134 - val_accuracy: 0.7325\n", + "Epoch 8/10\n", + "1563/1563 - 5s - loss: 0.5072 - accuracy: 0.8201 - val_loss: 0.8311 - val_accuracy: 0.7305\n", + "Epoch 9/10\n", + "1563/1563 - 5s - loss: 0.4568 - accuracy: 0.8382 - val_loss: 0.8915 - val_accuracy: 0.7272\n", + "Epoch 10/10\n", + "1563/1563 - 5s - loss: 0.4169 - accuracy: 0.8513 - val_loss: 0.9355 - val_accuracy: 0.7305\n", + "1563/1563 - 3s - loss: 0.3136 - accuracy: 0.8903\n", + "313/313 - 1s - loss: 0.9355 - accuracy: 0.7305\n", + "Epoch 1/10\n", + "1563/1563 - 6s - loss: 1.3795 - accuracy: 0.5050 - val_loss: 1.1463 - val_accuracy: 0.5928\n", + "Epoch 2/10\n", + "1563/1563 - 5s - loss: 0.9932 - accuracy: 0.6512 - val_loss: 0.9479 - val_accuracy: 0.6669\n", + "Epoch 3/10\n", + "1563/1563 - 5s - loss: 0.8355 - accuracy: 0.7083 - val_loss: 0.8617 - val_accuracy: 0.6967\n", + "Epoch 4/10\n", + "1563/1563 - 5s - loss: 0.7378 - accuracy: 0.7418 - val_loss: 0.8121 - val_accuracy: 0.7207\n", + "Epoch 5/10\n", + "1563/1563 - 5s - loss: 0.6570 - accuracy: 0.7705 - val_loss: 0.8229 - val_accuracy: 0.7194\n", + "Epoch 6/10\n", + "1563/1563 - 5s - loss: 0.5938 - accuracy: 0.7924 - val_loss: 0.8536 - val_accuracy: 0.7194\n", + "Epoch 7/10\n", + "1563/1563 - 6s - loss: 0.5353 - accuracy: 0.8100 - val_loss: 0.8579 - val_accuracy: 0.7227\n", + "Epoch 8/10\n", + "1563/1563 - 5s - loss: 0.4862 - accuracy: 0.8275 - val_loss: 0.8390 - val_accuracy: 0.7317\n", + "Epoch 9/10\n", + "1563/1563 - 5s - loss: 0.4396 - accuracy: 0.8444 - val_loss: 0.8516 - val_accuracy: 0.7273\n", + "Epoch 10/10\n", + "1563/1563 - 5s - loss: 0.3947 - accuracy: 0.8594 - val_loss: 0.9172 - val_accuracy: 0.7269\n", + "1563/1563 - 3s - loss: 0.3077 - accuracy: 0.8928\n", + "313/313 - 1s - loss: 0.9172 - accuracy: 0.7269\n" + ] + } + ], + "source": [ + "train_num = 5\n", + "train_acc_list = []\n", + "train_loss_list = []\n", + "val_acc_list = []\n", + "val_loss_list = []\n", + "\n", + "for i in range(train_num):\n", + " model = models.Sequential()\n", + " model.add(tf.keras.layers.experimental.preprocessing.Normalization(mean=layer.mean.numpy(), variance=layer.variance.numpy()))\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'))\n", + " model.add(layers.Flatten())\n", + " model.add(layers.Dense(64, activation='relu'))\n", + " model.add(layers.Dense(10))\n", + "\n", + " 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=10,\n", + " validation_data=(test_images, test_labels), verbose=2)\n", + "\n", + " train_loss, train_acc = model.evaluate(train_images, train_labels, verbose=2)\n", + " test_loss, test_acc = model.evaluate(test_images, test_labels, verbose=2)\n", + "\n", + " train_acc_list.append(train_acc)\n", + " train_loss_list.append(train_loss)\n", + " val_acc_list.append(test_acc)\n", + " val_loss_list.append(test_loss)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 12, + "outputs": [ + { + "data": { + "text/plain": "0.7266199946403503" + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(val_acc_list)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 13, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "313/313 - 1s - loss: 0.9172 - accuracy: 0.7269\n" + ] + }, + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "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)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 14, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.7268999814987183\n" + ] + } + ], + "source": [ + "print(test_acc)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 14, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/CV_Classification/Convolutional Neural Network (CNN).md b/CV_Classification/Convolutional Neural Network (CNN).md new file mode 100644 index 0000000..e69de29 -- GitLab