From b645253cca47aef5ecb0da2cd99c8ef740d34330 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Laure=CE=B7t?= Date: Wed, 30 Mar 2022 11:48:21 +0200 Subject: [PATCH] feat: progressing Co-authored-by: Damien Co-authored-by: pejour --- notebook.ipynb | 414 ++++++++++++++++++++++++++++++++----------------- 1 file changed, 269 insertions(+), 145 deletions(-) diff --git a/notebook.ipynb b/notebook.ipynb index a105d65..4cc9682 100644 --- a/notebook.ipynb +++ b/notebook.ipynb @@ -1,148 +1,272 @@ { - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import PIL.Image\n", - "import glob\n", - "import os" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "IMAGE_SIZE = (150, 400, 3)\n", - "DATASET_PATH = \"./dataset/\"\n", - "DATASET_PATH = os.path.abspath(DATASET_PATH)\n", - "CLASSES = glob.glob(f\"{DATASET_PATH}/*\")\n", - "CLASSES = list(map(lambda f: f.split(\"/\")[-1], CLASSES))\n", - "\n", - "print(DATASET_PATH)\n", - "print(CLASSES)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def load_data():\n", - " # Récupération des fichiers\n", - " files = glob.glob(f\"{DATASET_PATH}/**/*.jpg\", recursive = True)\n", - "\n", - " # Initialise les structures de données\n", - " x = np.zeros((len(files), *IMAGE_SIZE))\n", - " y = np.zeros((len(files), 1))\n", - "\n", - " for i, path in enumerate(files):\n", - " # Lecture de l'image\n", - " img = PIL.Image.open(path)\n", - " \n", - " # Remplissage de la variable x\n", - " x[i] = np.asarray(img)\n", - "\n", - " # On récupère l'index dans le path\n", - " class_label = path.split(\"/\")[-2]\n", - "\n", - " # On récupère le numéro de la classe à partir du string\n", - " class_label = CLASSES.index(class_label)\n", - " \n", - " # Remplissage de la variable y\n", - " y[i] = class_label\n", - "\n", - " return x, y" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "x, y = load_data()\n", - "x = x / 255" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", - "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "\n", - "# Randomisation des indices et affichage de 9 images alétoires de la base d'apprentissage\n", - "indices = np.arange(x.shape[0])\n", - "np.random.shuffle(indices)\n", - "\n", - "plt.figure(figsize=(12, 7))\n", - "for i in range(0, 9):\n", - " plt.subplot(3, 3, i+1)\n", - " plt.title(CLASSES[int(y[i])])\n", - " plt.imshow(x[i])\n", - "\n", - "plt.tight_layout()\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": ".env", - "language": "python", - "name": ".env" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - }, - "orig_nbformat": 4 + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import PIL.Image\n", + "import glob\n", + "import os\n", + "\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] }, - "nbformat": 4, - "nbformat_minor": 2 + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/deepl/dataset\n", + "['octane', 'werewolf', 'breakout', 'aftershock']\n" + ] + } + ], + "source": [ + "IMAGE_SIZE = (400, 150, 3)\n", + "RESIZED_SIZE = (100, 50, 3)\n", + "RESIZED_SIZE_PIL = (RESIZED_SIZE[1], RESIZED_SIZE[0], RESIZED_SIZE[2])\n", + "DATASET_PATH = \"./dataset/\"\n", + "DATASET_PATH = os.path.abspath(DATASET_PATH)\n", + "CLASSES = glob.glob(f\"{DATASET_PATH}/*\")\n", + "CLASSES = list(map(lambda f: f.split(\"/\")[-1], CLASSES))\n", + "\n", + "print(DATASET_PATH)\n", + "print(CLASSES)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def load_data():\n", + " # Récupération des fichiers\n", + " files = glob.glob(f\"{DATASET_PATH}/**/*.jpg\", recursive = True)\n", + "\n", + " # Initialise les structures de données\n", + " x = np.zeros((len(files), *RESIZED_SIZE_PIL))\n", + " y = np.zeros((len(files), 1))\n", + "\n", + " # print(f\"x.shape = {x.shape}\")\n", + "\n", + " for i, path in enumerate(files):\n", + " # Lecture de l'image\n", + " img = PIL.Image.open(path)\n", + "\n", + " # print(f\"img.size = {img.size}\")\n", + "\n", + " # Redimensionnement de l'image\n", + " img = img.resize(RESIZED_SIZE[:-1], PIL.Image.ANTIALIAS)\n", + "\n", + " # print(f\"img.size = {img.size}\")\n", + "\n", + " test = np.asarray(img)\n", + "\n", + " # print(f\"test.shape = {test.shape}\")\n", + "\n", + " # Remplissage de la variable x\n", + " x[i] = test\n", + "\n", + " # On récupère l'index dans le path\n", + " class_label = path.split(\"/\")[-2]\n", + "\n", + " # On récupère le numéro de la classe à partir du string\n", + " class_label = CLASSES.index(class_label)\n", + " \n", + " # Remplissage de la variable y\n", + " y[i] = class_label\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "x, y = load_data()\n", + "x = x / 255" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Randomisation des indices et affichage de 9 images alétoires de la base d'apprentissage\n", + "indices = np.arange(x.shape[0])\n", + "np.random.shuffle(indices)\n", + "\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "for i in range(0, 3*3):\n", + " plt.subplot(3, 3, i+1)\n", + " plt.title(CLASSES[int(y[indices[i]])])\n", + " plt.imshow(x[indices[i]])\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import InputLayer, Dense, Flatten, Conv2D, MaxPooling2D\n", + "from tensorflow.keras import optimizers" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model: \"sequential\"\n", + "_________________________________________________________________\n", + " Layer (type) Output Shape Param # \n", + "=================================================================\n", + " conv2d (Conv2D) (None, 49, 99, 32) 416 \n", + " \n", + " max_pooling2d (MaxPooling2D (None, 24, 49, 32) 0 \n", + " ) \n", + " \n", + " conv2d_1 (Conv2D) (None, 23, 48, 64) 8256 \n", + " \n", + " max_pooling2d_1 (MaxPooling (None, 11, 24, 64) 0 \n", + " 2D) \n", + " \n", + " flatten (Flatten) (None, 16896) 0 \n", + " \n", + " dense (Dense) (None, 50) 844850 \n", + " \n", + " dense_1 (Dense) (None, 4) 204 \n", + " \n", + "=================================================================\n", + "Total params: 853,726\n", + "Trainable params: 853,726\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-03-30 11:46:58.052420: 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", + "2022-03-30 11:46:58.671001: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1525] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 1538 MB memory: -> device: 0, name: Quadro K620, pci bus id: 0000:03:00.0, compute capability: 5.0\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/5\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-03-30 11:47:00.113976: I tensorflow/stream_executor/cuda/cuda_dnn.cc:368] Loaded cuDNN version 8100\n", + "2022-03-30 11:47:00.378978: W tensorflow/stream_executor/gpu/asm_compiler.cc:111] *** WARNING *** You are using ptxas 10.1.243, which is older than 11.1. ptxas before 11.1 is known to miscompile XLA code, leading to incorrect results or invalid-address errors.\n", + "\n", + "You may not need to update to CUDA 11.1; cherry-picking the ptxas binary is often sufficient.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "320/320 [==============================] - 6s 15ms/step - loss: 1.2562 - accuracy: 0.4588 - val_loss: 2.1222 - val_accuracy: 0.0000e+00\n", + "Epoch 2/5\n", + "320/320 [==============================] - 5s 15ms/step - loss: 1.0819 - accuracy: 0.8850 - val_loss: 2.3470 - val_accuracy: 0.0000e+00\n", + "Epoch 3/5\n", + "320/320 [==============================] - 5s 15ms/step - loss: 0.9304 - accuracy: 0.9375 - val_loss: 2.3578 - val_accuracy: 0.0000e+00\n", + "Epoch 4/5\n", + "320/320 [==============================] - 5s 15ms/step - loss: 0.7820 - accuracy: 0.9375 - val_loss: 2.1716 - val_accuracy: 0.0000e+00\n", + "Epoch 5/5\n", + "320/320 [==============================] - 5s 15ms/step - loss: 0.6454 - accuracy: 0.9375 - val_loss: 2.0182 - val_accuracy: 0.0000e+00\n" + ] + } + ], + "source": [ + "model = Sequential()\n", + "\n", + "model.add(InputLayer(input_shape=RESIZED_SIZE_PIL))\n", + "\n", + "model.add(Conv2D(32, 2, activation=\"relu\"))\n", + "model.add(MaxPooling2D(pool_size=(2, 2)))\n", + "\n", + "model.add(Conv2D(64, 2, activation=\"relu\"))\n", + "model.add(MaxPooling2D(pool_size=(2, 2)))\n", + "\n", + "model.add(Flatten())\n", + "\n", + "model.add(Dense(50, activation=\"relu\"))\n", + "\n", + "model.add(Dense(4, activation=\"softmax\"))\n", + "\n", + "model.summary()\n", + "\n", + "adam = optimizers.Adam(learning_rate=3e-6)\n", + "model.compile(optimizer=adam, loss='sparse_categorical_crossentropy', metrics=['accuracy'])\n", + "history = model.fit(x, y, validation_split=0.2, epochs=5, batch_size=10)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".env", + "language": "python", + "name": ".env" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 }