{ "cells": [ { "cell_type": "code", "execution_count": null, "id": "3676fcb2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 1, "id": "8c02617d", "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np # linear algebra\n", "import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n", "import matplotlib.pyplot as plt\n", "import tensorflow as tf\n", "from tensorflow import keras\n", "from keras.preprocessing.image import ImageDataGenerator\n", "from tensorflow.keras.models import Sequential\n", "from tensorflow.keras.layers import Conv2D, MaxPool2D, Flatten, Dense, Dropout\n", "import scipy\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "10e3ea58", "metadata": {}, "outputs": [], "source": [ "train_dir = 'D:/maj/asl_alphabet_train/asl_alphabet_train'\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "958ccece", "metadata": {}, "outputs": [], "source": [ "categories = os.listdir(train_dir)\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "81873f2e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "29" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(categories)\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "4c0eaea1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total Length of Training Images: 87000\n" ] } ], "source": [ "# length of training images\n", "length = 0\n", "train_images_names_and_paths = {}\n", "\n", "for cat in categories:\n", " train_images_names_and_paths[cat] = os.listdir(train_dir + '/' + cat)\n", " length += len(os.listdir(train_dir + '/' + cat))\n", "\n", "print('Total Length of Training Images:', length)" ] }, { "cell_type": "code", "execution_count": 6, "id": "4e452f3e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = plt.imread(train_dir + '/' + list(train_images_names_and_paths.keys())[0] + '/' + list(train_images_names_and_paths.values())[0][0])\n", "plt.imshow(img)" ] }, { "cell_type": "code", "execution_count": 7, "id": "b02d196f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(200, 200, 3)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img.shape\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "8581aec8", "metadata": {}, "outputs": [], "source": [ "dim1 = []\n", "dim2 = []\n", "\n", "for cat, name_list in train_images_names_and_paths.items():\n", " for name in name_list:\n", " dim1.append(plt.imread(train_dir + '/' + cat + '/' + name).shape[0])\n", " dim2.append(plt.imread(train_dir + '/' + cat + '/' + name).shape[1])\n", " break" ] }, { "cell_type": "code", "execution_count": 9, "id": "3bd94cdc", "metadata": {}, "outputs": [], "source": [ "target_shape = (np.mean(dim1, dtype=np.int32), np.mean(dim2, dtype=np.int32))\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "40311451", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(200, 200)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "target_shape\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "d3b1e91f", "metadata": {}, "outputs": [], "source": [ "test_inputs = os.listdir('D:/maj/asl_alphabet_test/asl_alphabet_test')\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "0b5805b7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "28" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(test_inputs)\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "d7b2cd07", "metadata": {}, "outputs": [], "source": [ "image_gen = ImageDataGenerator(rescale=1/255)" ] }, { "cell_type": "code", "execution_count": 14, "id": "68d48b01", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 87000 images belonging to 29 classes.\n" ] } ], "source": [ "train_gen = image_gen.flow_from_directory(train_dir,\n", " target_size=(200,200),\n", " class_mode=\"categorical\",\n", " color_mode=\"rgb\",\n", " shuffle=True,\n", " batch_size=50)" ] }, { "cell_type": "code", "execution_count": 15, "id": "ac8d0e8f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'A': 0,\n", " 'B': 1,\n", " 'C': 2,\n", " 'D': 3,\n", " 'E': 4,\n", " 'F': 5,\n", " 'G': 6,\n", " 'H': 7,\n", " 'I': 8,\n", " 'J': 9,\n", " 'K': 10,\n", " 'L': 11,\n", " 'M': 12,\n", " 'N': 13,\n", " 'O': 14,\n", " 'P': 15,\n", " 'Q': 16,\n", " 'R': 17,\n", " 'S': 18,\n", " 'T': 19,\n", " 'U': 20,\n", " 'V': 21,\n", " 'W': 22,\n", " 'X': 23,\n", " 'Y': 24,\n", " 'Z': 25,\n", " 'del': 26,\n", " 'nothing': 27,\n", " 'space': 28}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "train_gen.class_indices\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "bbb70448", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "29" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(train_gen.class_indices)\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "3dc53943", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = plt.imread(train_dir + '/' + list(train_images_names_and_paths.keys())[1] + '/' + list(train_images_names_and_paths.values())[1][0])\n", "plt.imshow(img)" ] }, { "cell_type": "code", "execution_count": 18, "id": "720f20d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "trans_img = image_gen.random_transform(img)\n", "plt.imshow(trans_img)" ] }, { "cell_type": "code", "execution_count": 19, "id": "1c5297b5", "metadata": {}, "outputs": [], "source": [ "input_shape = (200, 200, 3)\n" ] }, { "cell_type": "code", "execution_count": 20, "id": "557efa31", "metadata": {}, "outputs": [], "source": [ "model = tf.keras.Sequential(\n", " [\n", " tf.keras.layers.Conv2D(kernel_size=(3,3), input_shape=input_shape ,filters=32, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", "\n", " tf.keras.layers.Conv2D(kernel_size=(3,3),input_shape=input_shape ,filters=32, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", "\n", " tf.keras.layers.Conv2D(kernel_size=(3,3), input_shape=input_shape,filters=64, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", " \n", " tf.keras.layers.Conv2D(kernel_size=(3,3), input_shape=input_shape,filters=64, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", "\n", " tf.keras.layers.Conv2D(kernel_size=(3,3), input_shape=input_shape,filters=128, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", " \n", " tf.keras.layers.Conv2D(kernel_size=(3,3), input_shape=input_shape,filters=128, activation='relu'),\n", " tf.keras.layers.MaxPool2D(pool_size=(2,2)),\n", "\n", " tf.keras.layers.Flatten(),\n", " tf.keras.layers.Dense(1024, activation='relu'),\n", " tf.keras.layers.Dropout(rate=0.5),\n", " tf.keras.layers.Dense(512, activation='relu'),\n", " tf.keras.layers.Dropout(rate=0.5),\n", " tf.keras.layers.Dense(29, activation='softmax')\n", " ])\n", "\n", "model.compile(optimizer='rmsprop',\n", " loss='categorical_crossentropy',\n", " metrics=['accuracy'])" ] }, { "cell_type": "code", "execution_count": 21, "id": "c26292b2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model: \"sequential\"\n", "_________________________________________________________________\n", " Layer (type) Output Shape Param # \n", "=================================================================\n", " conv2d (Conv2D) (None, 198, 198, 32) 896 \n", " \n", " max_pooling2d (MaxPooling2 (None, 99, 99, 32) 0 \n", " D) \n", " \n", " conv2d_1 (Conv2D) (None, 97, 97, 32) 9248 \n", " \n", " max_pooling2d_1 (MaxPoolin (None, 48, 48, 32) 0 \n", " g2D) \n", " \n", " conv2d_2 (Conv2D) (None, 46, 46, 64) 18496 \n", " \n", " max_pooling2d_2 (MaxPoolin (None, 23, 23, 64) 0 \n", " g2D) \n", " \n", " conv2d_3 (Conv2D) (None, 21, 21, 64) 36928 \n", " \n", " max_pooling2d_3 (MaxPoolin (None, 10, 10, 64) 0 \n", " g2D) \n", " \n", " conv2d_4 (Conv2D) (None, 8, 8, 128) 73856 \n", " \n", " max_pooling2d_4 (MaxPoolin (None, 4, 4, 128) 0 \n", " g2D) \n", " \n", " conv2d_5 (Conv2D) (None, 2, 2, 128) 147584 \n", " \n", " max_pooling2d_5 (MaxPoolin (None, 1, 1, 128) 0 \n", " g2D) \n", " \n", " flatten (Flatten) (None, 128) 0 \n", " \n", " dense (Dense) (None, 1024) 132096 \n", " \n", " dropout (Dropout) (None, 1024) 0 \n", " \n", " dense_1 (Dense) (None, 512) 524800 \n", " \n", " dropout_1 (Dropout) (None, 512) 0 \n", " \n", " dense_2 (Dense) (None, 29) 14877 \n", " \n", "=================================================================\n", "Total params: 958781 (3.66 MB)\n", "Trainable params: 958781 (3.66 MB)\n", "Non-trainable params: 0 (0.00 Byte)\n", "_________________________________________________________________\n" ] } ], "source": [ "model.summary()" ] }, { "cell_type": "code", "execution_count": 22, "id": "55c906dd", "metadata": {}, "outputs": [], "source": [ "from keras.callbacks import EarlyStopping \n", "early_stop = EarlyStopping(monitor='loss', patience=2)" ] }, { "cell_type": "code", "execution_count": 23, "id": "f5fde68f", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/5\n", "1740/1740 [==============================] - 4032s 2s/step - loss: 1.3204 - accuracy: 0.5950\n", "Epoch 2/5\n", "1740/1740 [==============================] - 2090s 1s/step - loss: 0.1324 - accuracy: 0.9585\n", "Epoch 3/5\n", "1740/1740 [==============================] - 1984s 1s/step - loss: 0.0790 - accuracy: 0.9782\n", "Epoch 4/5\n", "1740/1740 [==============================] - 1980s 1s/step - loss: 0.0600 - accuracy: 0.9843\n", "Epoch 5/5\n", "1740/1740 [==============================] - 2043s 1s/step - loss: 0.0566 - accuracy: 0.9866\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# train the model\n", "model.fit(train_gen, epochs=5, callbacks=[early_stop])" ] }, { "cell_type": "code", "execution_count": null, "id": "408931c7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 24, "id": "46a160e9", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\vijwo\\anaconda3\\envs\\Signlanguage\\lib\\site-packages\\keras\\src\\engine\\training.py:3079: UserWarning: You are saving your model as an HDF5 file via `model.save()`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')`.\n", " saving_api.save_model(\n" ] } ], "source": [ "# Save the trained model to the specified directory\n", "model.save('D:/Trained model/sign_language_model.h5') \n" ] }, { "cell_type": "code", "execution_count": 25, "id": "beefaf39", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model saved successfully to D:/Trained model/sign_language_model.h5\n" ] } ], "source": [ "print(\"Model saved successfully to D:/Trained model/sign_language_model.h5\")\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 5 }