{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\nimport os","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2021-10-10T07:02:02.063034Z","iopub.execute_input":"2021-10-10T07:02:02.063686Z","iopub.status.idle":"2021-10-10T07:02:02.091721Z","shell.execute_reply.started":"2021-10-10T07:02:02.063589Z","shell.execute_reply":"2021-10-10T07:02:02.089381Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Computer Vision Project","metadata":{}},{"cell_type":"markdown","source":"## Distraction detection during driving\n\nThe main goal of this notebook is to show how can we detect the distraction of a driver using a dataset of thousand of driver images. \nMore precisely we want to classify the activity the driver is performing (driving, texting, talking, operating the radio etc)\n\n### Table of Contents\n\n* [Part 1 : Loading Dataset ](#chapter1)\n    \n* [Part 2 : EDA](#chapter2)\n\n* [Part 3 : Performing a CNN model for classification](#chapter3)\n\n* [Part 4 : Data augmentation for increase robustness](#chapter4)\n\n* [Part 5 : Transfer Learning for increasing accuracy](#chapter4)","metadata":{}},{"cell_type":"markdown","source":"### Technology used :\n- Python libraries : OpenCV, Tenserflow, Scikit Learn, Pandas,...\n- Computer vision techniques : CNN, Data Augmentation, Transfer Learning","metadata":{}},{"cell_type":"markdown","source":"## Dataset sample","metadata":{}},{"cell_type":"markdown","source":"![test.png](attachment:6f127c57-e907-438f-8673-5e47f80eb8b3.png)","metadata":{},"attachments":{"6f127c57-e907-438f-8673-5e47f80eb8b3.png":{"image/png":"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"}}},{"cell_type":"markdown","source":"The initial Dataset is composed of a thousand of images labelized as above. The goal of this notebook is to show how to classify them using computer vision techniques","metadata":{}},{"cell_type":"markdown","source":"## Some check about libraries","metadata":{}},{"cell_type":"code","source":"pip install keras","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:04:35.281607Z","iopub.execute_input":"2021-10-10T07:04:35.282024Z","iopub.status.idle":"2021-10-10T07:04:47.743582Z","shell.execute_reply.started":"2021-10-10T07:04:35.281995Z","shell.execute_reply":"2021-10-10T07:04:47.742587Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pip install --upgrade tensorflow","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:04:47.745422Z","iopub.execute_input":"2021-10-10T07:04:47.745645Z","iopub.status.idle":"2021-10-10T07:06:23.064691Z","shell.execute_reply.started":"2021-10-10T07:04:47.745618Z","shell.execute_reply":"2021-10-10T07:06:23.063255Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pip install --upgrade tensorflow-gpu","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:06:23.067727Z","iopub.execute_input":"2021-10-10T07:06:23.068829Z","iopub.status.idle":"2021-10-10T07:07:28.575873Z","shell.execute_reply.started":"2021-10-10T07:06:23.068784Z","shell.execute_reply":"2021-10-10T07:07:28.574994Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Part 1 : Loading Dataset  <a class=\"anchor\" id=\"chapter1\"></a>","metadata":{}},{"cell_type":"code","source":"import os\nfrom glob import glob\nimport random\nimport time\nimport tensorflow\nimport datetime\nos.environ['KERAS_BACKEND'] = 'tensorflow'\nos.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' # 3 = INFO, WARNING, and ERROR\nfrom tqdm import tqdm\nimport numpy as np\nimport pandas as pd\nfrom IPython.display import FileLink\nimport matplotlib.pyplot as plt\nimport warnings\nwarnings.filterwarnings('ignore')\nimport seaborn as sns \n%matplotlib inline\nfrom IPython.display import display, Image\nimport matplotlib.image as mpimg\nimport cv2\n\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.datasets import load_files       \nfrom keras.utils import np_utils\nfrom sklearn.utils import shuffle\nfrom sklearn.metrics import log_loss\n\nfrom tensorflow import keras \n\nfrom keras.models import Sequential, Model\nfrom keras.layers import Conv2D, MaxPooling2D, Flatten, Dense, Dropout, BatchNormalization, GlobalAveragePooling2D\nfrom keras.preprocessing.image import ImageDataGenerator\nfrom tensorflow.keras.preprocessing import image\nfrom keras.callbacks import ModelCheckpoint, EarlyStopping\nfrom keras.applications.vgg16 import VGG16\n\n\ndataset = pd.read_csv('../input/state-farm-distracted-driver-detection/driver_imgs_list.csv')\ndataset.head(5)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:07:33.253337Z","iopub.execute_input":"2021-10-10T07:07:33.253658Z","iopub.status.idle":"2021-10-10T07:07:37.108066Z","shell.execute_reply.started":"2021-10-10T07:07:33.253621Z","shell.execute_reply":"2021-10-10T07:07:37.107262Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Groupby subjects\nby_drivers = dataset.groupby('subject') \n# Groupby unique drivers\nunique_drivers = by_drivers.groups.keys() # drivers id\nprint('There are : ',len(unique_drivers), ' unique drivers')\nprint('There is a mean of ',round(dataset.groupby('subject').count()['classname'].mean()), ' images by driver.')","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:07:44.424706Z","iopub.execute_input":"2021-10-10T07:07:44.424975Z","iopub.status.idle":"2021-10-10T07:07:44.463936Z","shell.execute_reply.started":"2021-10-10T07:07:44.424948Z","shell.execute_reply":"2021-10-10T07:07:44.463060Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Some functions for loading and normalization","metadata":{}},{"cell_type":"markdown","source":"The 10 classes to classify are :\n- c0: safe driving\n- c1: texting - right\n- c2: talking on the phone - right\n- c3: texting - left\n- c4: talking on the phone - left\n- c5: operating the radio\n- c6: drinking\n- c7: reaching behind\n- c8: hair and makeup\n- c9: talking to passenger","metadata":{}},{"cell_type":"code","source":"NUMBER_CLASSES = 10 # 10 classes","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:07:44.465619Z","iopub.execute_input":"2021-10-10T07:07:44.465850Z","iopub.status.idle":"2021-10-10T07:07:44.469922Z","shell.execute_reply.started":"2021-10-10T07:07:44.465824Z","shell.execute_reply":"2021-10-10T07:07:44.469163Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Read with opencv\ndef get_cv2_image(path, img_rows, img_cols, color_type=3):\n    \"\"\"\n    Function that return an opencv image from the path and the right number of dimension\n    \"\"\"\n    if color_type == 1: # Loading as Grayscale image\n        img = cv2.imread(path, cv2.IMREAD_GRAYSCALE)\n    elif color_type == 3: # Loading as color image\n        img = cv2.imread(path, cv2.IMREAD_COLOR)\n    img = cv2.resize(img, (img_rows, img_cols)) # Reduce size\n    return img\n\n# Loading Training dataset\ndef load_train(img_rows, img_cols, color_type=3):\n    \"\"\"\n    Return train images and train labels from the original path\n    \"\"\"\n    train_images = [] \n    train_labels = []\n    # Loop over the training folder \n    for classed in tqdm(range(NUMBER_CLASSES)):\n        print('Loading directory c{}'.format(classed))\n        files = glob(os.path.join('../input/state-farm-distracted-driver-detection/imgs/train/c' + str(classed), '*.jpg'))\n        for file in files:\n            img = get_cv2_image(file, img_rows, img_cols, color_type)\n            train_images.append(img)\n            train_labels.append(classed)\n    return train_images, train_labels \n\ndef read_and_normalize_train_data(img_rows, img_cols, color_type):\n    \"\"\"\n    Load + categorical + split\n    \"\"\"\n    X, labels = load_train(img_rows, img_cols, color_type)\n    y = np_utils.to_categorical(labels, 10) #categorical train label\n    x_train, x_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) # split into train and test\n    x_train = np.array(x_train, dtype=np.uint8).reshape(-1,img_rows,img_cols,color_type)\n    x_test = np.array(x_test, dtype=np.uint8).reshape(-1,img_rows,img_cols,color_type)\n    \n    return x_train, x_test, y_train, y_test\n\n# Loading validation dataset\ndef load_test(size=200000, img_rows=64, img_cols=64, color_type=3):\n    \"\"\"\n    Same as above but for validation dataset\n    \"\"\"\n    path = os.path.join('../input/state-farm-distracted-driver-detection/imgs/test', '*.jpg')\n    files = sorted(glob(path))\n    X_test, X_test_id = [], []\n    total = 0\n    files_size = len(files)\n    for file in tqdm(files):\n        if total >= size or total >= files_size:\n            break\n        file_base = os.path.basename(file)\n        img = get_cv2_image(file, img_rows, img_cols, color_type)\n        X_test.append(img)\n        X_test_id.append(file_base)\n        total += 1\n    return X_test, X_test_id\n\ndef read_and_normalize_sampled_test_data(size, img_rows, img_cols, color_type=3):\n    test_data, test_ids = load_test(size, img_rows, img_cols, color_type)   \n    test_data = np.array(test_data, dtype=np.uint8)\n    test_data = test_data.reshape(-1,img_rows,img_cols,color_type)\n    return test_data, test_ids","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:07:44.471431Z","iopub.execute_input":"2021-10-10T07:07:44.471644Z","iopub.status.idle":"2021-10-10T07:07:44.494821Z","shell.execute_reply.started":"2021-10-10T07:07:44.471619Z","shell.execute_reply":"2021-10-10T07:07:44.493831Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"img_rows = 64 # dimension of images\nimg_cols = 64\ncolor_type = 1 # grey\nnb_test_samples = 200\n\n# loading train images\nx_train, x_test, y_train, y_test = read_and_normalize_train_data(img_rows, img_cols, color_type)\n\n# loading validation images\ntest_files, test_targets = read_and_normalize_sampled_test_data(nb_test_samples, img_rows, img_cols, color_type)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:07:44.496374Z","iopub.execute_input":"2021-10-10T07:07:44.496968Z","iopub.status.idle":"2021-10-10T07:12:18.692754Z","shell.execute_reply.started":"2021-10-10T07:07:44.496925Z","shell.execute_reply":"2021-10-10T07:12:18.691631Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Part 2 : EDA  <a class=\"anchor\" id=\"chapter2\"></a>","metadata":{}},{"cell_type":"code","source":"# Statistics\n# Load the list of names\nnames = [item[17:19] for item in sorted(glob(\"../input/state-farm-distracted-driver-detection/imgs/train/*/\"))]\ntest_files_size = len(np.array(glob(os.path.join('../input/state-farm-distracted-driver-detection/imgs/test', '*.jpg'))))\nx_train_size = len(x_train)\ncategories_size = len(names)\nx_test_size = len(x_test)\nprint('There are %s total images.\\n' % (test_files_size + x_train_size + x_test_size))\nprint('There are %d training images.' % x_train_size)\nprint('There are %d total training categories.' % categories_size)\nprint('There are %d validation images.' % x_test_size)\nprint('There are %d test images.'% test_files_size)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:18.695013Z","iopub.execute_input":"2021-10-10T07:12:18.695239Z","iopub.status.idle":"2021-10-10T07:12:19.051621Z","shell.execute_reply.started":"2021-10-10T07:12:18.695200Z","shell.execute_reply":"2021-10-10T07:12:19.050746Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Data visualisation","metadata":{}},{"cell_type":"markdown","source":"Number of images by category","metadata":{}},{"cell_type":"code","source":"import plotly.express as px\n\npx.histogram(dataset, x=\"classname\", color=\"classname\", title=\"Number of images by categories \")","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:19.053260Z","iopub.execute_input":"2021-10-10T07:12:19.053580Z","iopub.status.idle":"2021-10-10T07:12:21.872517Z","shell.execute_reply.started":"2021-10-10T07:12:19.053541Z","shell.execute_reply":"2021-10-10T07:12:21.871498Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"--> It is well distributed","metadata":{}},{"cell_type":"code","source":"# Find the frequency of images per driver\ndrivers_id = pd.DataFrame((dataset['subject'].value_counts()).reset_index())\ndrivers_id.columns = ['driver_id', 'Counts']\npx.histogram(drivers_id, x=\"driver_id\",y=\"Counts\" ,color=\"driver_id\", title=\"Number of images by subjects \")","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:21.873713Z","iopub.execute_input":"2021-10-10T07:12:21.873938Z","iopub.status.idle":"2021-10-10T07:12:22.071848Z","shell.execute_reply.started":"2021-10-10T07:12:21.873912Z","shell.execute_reply":"2021-10-10T07:12:22.071021Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Images overview","metadata":{}},{"cell_type":"markdown","source":"Let's take a look at the various images in the dataset.\n* I'll plot an image for each of the 10 classes.","metadata":{}},{"cell_type":"code","source":"activity_map = {'c0': 'Safe driving', \n                'c1': 'Texting - right', \n                'c2': 'Talking on the phone - right', \n                'c3': 'Texting - left', \n                'c4': 'Talking on the phone - left', \n                'c5': 'Operating the radio', \n                'c6': 'Drinking', \n                'c7': 'Reaching behind', \n                'c8': 'Hair and makeup', \n                'c9': 'Talking to passenger'}\n\n\nplt.figure(figsize = (12, 20))\nimage_count = 1\nBASE_URL = '../input/state-farm-distracted-driver-detection/imgs/train/'\nfor directory in os.listdir(BASE_URL):\n    if directory[0] != '.':\n        for i, file in enumerate(os.listdir(BASE_URL + directory)):\n            if i == 1:\n                break\n            else:\n                fig = plt.subplot(5, 2, image_count)\n                image_count += 1\n                image = mpimg.imread(BASE_URL + directory + '/' + file)\n                plt.imshow(image)\n                plt.title(activity_map[directory])","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:22.073163Z","iopub.execute_input":"2021-10-10T07:12:22.073973Z","iopub.status.idle":"2021-10-10T07:12:24.462929Z","shell.execute_reply.started":"2021-10-10T07:12:22.073921Z","shell.execute_reply":"2021-10-10T07:12:24.462040Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def create_submission(predictions, test_id, info):\n    \"\"\"\n    Submission function for participating to the competition\n    \"\"\"\n    result = pd.DataFrame(predictions, columns=['c0', 'c1', 'c2', 'c3', 'c4', 'c5', 'c6', 'c7', 'c8', 'c9'])\n    result.loc[:, 'img'] = pd.Series(test_id, index=result.index)\n    \n    now = datetime.datetime.now()\n    \n    if not os.path.isdir('kaggle_submissions'):\n        os.mkdir('kaggle_submissions')\n\n    suffix = \"{}_{}\".format(info,str(now.strftime(\"%Y-%m-%d-%H-%M\")))\n    sub_file = os.path.join('kaggle_submissions', 'submission_' + suffix + '.csv')\n    \n    result.to_csv(sub_file, index=False)\n    \n    return sub_file","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:24.464411Z","iopub.execute_input":"2021-10-10T07:12:24.465046Z","iopub.status.idle":"2021-10-10T07:12:24.474442Z","shell.execute_reply.started":"2021-10-10T07:12:24.465008Z","shell.execute_reply":"2021-10-10T07:12:24.473577Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Create a vanilla CNN model\nBuilding the model\nI'll develop the model with a total of 4 Convolutional layers, then a Flatten layer and then 2 Dense layers. I'll use the optimizer as rmsprop, and loss as categorical_crossentropy.","metadata":{}},{"cell_type":"markdown","source":"## Part 3 : CNN Model  <a class=\"anchor\" id=\"chapter3\"></a>\nArchitecture :\n- 3 Convolutionnal layers (with Relu, Maxpooling and dropout)\n- A flatten layer\n- 2 Dense layers with Relu and Dropouts\n- 1 Dense layer with softmax for the classification","metadata":{}},{"cell_type":"code","source":"# Number of batch size and epochs\nbatch_size = 40 #40\nnb_epoch = 6 #10","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:24.476127Z","iopub.execute_input":"2021-10-10T07:12:24.476379Z","iopub.status.idle":"2021-10-10T07:12:24.485627Z","shell.execute_reply.started":"2021-10-10T07:12:24.476351Z","shell.execute_reply":"2021-10-10T07:12:24.484796Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"models_dir = \"saved_models\"\nif not os.path.exists(models_dir):\n    os.makedirs(models_dir)\n    \ncheckpointer = ModelCheckpoint(filepath='saved_models/weights_best_vanilla.hdf5', \n                               monitor='val_loss', mode='min',\n                               verbose=1, save_best_only=True)\nes = EarlyStopping(monitor='val_loss', mode='min', verbose=1, patience=2)\n#callbacks = [checkpointer, es]","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:24.486917Z","iopub.execute_input":"2021-10-10T07:12:24.487371Z","iopub.status.idle":"2021-10-10T07:12:24.497745Z","shell.execute_reply.started":"2021-10-10T07:12:24.487338Z","shell.execute_reply":"2021-10-10T07:12:24.497128Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def create_model():\n    model = Sequential()\n\n    ## CNN 1\n    model.add(Conv2D(32,(3,3),activation='relu',input_shape=(img_rows, img_cols, color_type)))\n    model.add(BatchNormalization())\n    model.add(Conv2D(32,(3,3),activation='relu',padding='same'))\n    model.add(BatchNormalization(axis = 3))\n    model.add(MaxPooling2D(pool_size=(2,2),padding='same'))\n    model.add(Dropout(0.3))\n\n    ## CNN 2\n    model.add(Conv2D(64,(3,3),activation='relu',padding='same'))\n    model.add(BatchNormalization())\n    model.add(Conv2D(64,(3,3),activation='relu',padding='same'))\n    model.add(BatchNormalization(axis = 3))\n    model.add(MaxPooling2D(pool_size=(2,2),padding='same'))\n    model.add(Dropout(0.3))\n\n    ## CNN 3\n    model.add(Conv2D(128,(3,3),activation='relu',padding='same'))\n    model.add(BatchNormalization())\n    model.add(Conv2D(128,(3,3),activation='relu',padding='same'))\n    model.add(BatchNormalization(axis = 3))\n    model.add(MaxPooling2D(pool_size=(2,2),padding='same'))\n    model.add(Dropout(0.5))\n\n    ## Output\n    model.add(Flatten())\n    model.add(Dense(512,activation='relu'))\n    model.add(BatchNormalization())\n    model.add(Dropout(0.5))\n    model.add(Dense(128,activation='relu'))\n    model.add(Dropout(0.25))\n    model.add(Dense(10,activation='softmax'))\n\n    return model","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:24.498941Z","iopub.execute_input":"2021-10-10T07:12:24.499353Z","iopub.status.idle":"2021-10-10T07:12:24.756554Z","shell.execute_reply.started":"2021-10-10T07:12:24.499322Z","shell.execute_reply":"2021-10-10T07:12:24.755711Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"model = create_model()\n\n# More details about the layers\nmodel.summary()\n\n# Compiling the model\nmodel.compile(optimizer='rmsprop', loss='categorical_crossentropy', metrics=['accuracy'])","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:24.757850Z","iopub.execute_input":"2021-10-10T07:12:24.758074Z","iopub.status.idle":"2021-10-10T07:12:25.044974Z","shell.execute_reply.started":"2021-10-10T07:12:24.758049Z","shell.execute_reply":"2021-10-10T07:12:25.044170Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#### Training model","metadata":{}},{"cell_type":"code","source":"history = model.fit(x_train, y_train, \n          validation_data=(x_test, y_test),\n          epochs=nb_epoch, batch_size=batch_size, verbose=1)\n\n#model.load_weights('saved_models/weights_best_vanilla.hdf5')\nprint('History of the training',history.history)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:12:25.047798Z","iopub.execute_input":"2021-10-10T07:12:25.048028Z","iopub.status.idle":"2021-10-10T07:46:43.098775Z","shell.execute_reply.started":"2021-10-10T07:12:25.048002Z","shell.execute_reply":"2021-10-10T07:46:43.097584Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def plot_train_history(history):\n    \"\"\"\n    Plot the validation accuracy and validation loss over epochs\n    \"\"\"\n    # Summarize history for accuracy\n    plt.plot(history.history['accuracy'])\n    plt.plot(history.history['val_accuracy'])\n    plt.title('Model accuracy')\n    plt.ylabel('accuracy')\n    plt.xlabel('epoch')\n    plt.legend(['train', 'test'], loc='upper left')\n    plt.show()\n\n    # Summarize history for loss\n    plt.plot(history.history['loss'])\n    plt.plot(history.history['val_loss'])\n    plt.title('Model loss')\n    plt.ylabel('loss')\n    plt.xlabel('epoch')\n    plt.legend(['train', 'test'], loc='upper left')\n    plt.show()\n    \nplot_train_history(history)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:46:43.100970Z","iopub.execute_input":"2021-10-10T07:46:43.101247Z","iopub.status.idle":"2021-10-10T07:46:43.483586Z","shell.execute_reply.started":"2021-10-10T07:46:43.101198Z","shell.execute_reply":"2021-10-10T07:46:43.482599Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#### Prediction on test set","metadata":{}},{"cell_type":"code","source":"def plot_test_class(model, test_files, image_number, color_type=1):\n    \"\"\"\n    Function that tests or model on test images and show the results\n    \"\"\"\n    img_brute = test_files[image_number]\n    img_brute = cv2.resize(img_brute,(img_rows,img_cols))\n    plt.imshow(img_brute, cmap='gray')\n\n    new_img = img_brute.reshape(-1,img_rows,img_cols,color_type)\n\n    y_prediction = model.predict(new_img, batch_size=batch_size, verbose=1)\n    print('Y prediction: {}'.format(y_prediction))\n    print('Predicted: {}'.format(activity_map.get('c{}'.format(np.argmax(y_prediction)))))\n    \n    plt.show()","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:46:43.485111Z","iopub.execute_input":"2021-10-10T07:46:43.485445Z","iopub.status.idle":"2021-10-10T07:46:43.493188Z","shell.execute_reply.started":"2021-10-10T07:46:43.485412Z","shell.execute_reply":"2021-10-10T07:46:43.492300Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"score1 = model.evaluate(x_test, y_test, verbose=1)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:46:43.494862Z","iopub.execute_input":"2021-10-10T07:46:43.495196Z","iopub.status.idle":"2021-10-10T07:47:01.292802Z","shell.execute_reply.started":"2021-10-10T07:46:43.495145Z","shell.execute_reply":"2021-10-10T07:47:01.291883Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"print('Loss: ', score1[0])\nprint('Accuracy: ', score1[1]*100, ' %')","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:47:01.294279Z","iopub.execute_input":"2021-10-10T07:47:01.294535Z","iopub.status.idle":"2021-10-10T07:47:01.300919Z","shell.execute_reply.started":"2021-10-10T07:47:01.294507Z","shell.execute_reply":"2021-10-10T07:47:01.300253Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"for i in range(10):\n    plot_test_class(model, test_files, i)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:47:01.302297Z","iopub.execute_input":"2021-10-10T07:47:01.302758Z","iopub.status.idle":"2021-10-10T07:47:03.988936Z","shell.execute_reply.started":"2021-10-10T07:47:01.302728Z","shell.execute_reply":"2021-10-10T07:47:03.988090Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#### Good accuracy but we can do better !","metadata":{}},{"cell_type":"markdown","source":"## Part 4 : Data Augmentation  <a class=\"anchor\" id=\"chapter4\"></a>","metadata":{}},{"cell_type":"markdown","source":"Image data augmentation is a technique that can be used to artificially expand the size of a training dataset by creating modified versions of images in the dataset. Training deep learning neural network models on more data can result in more skillful models, and the augmentation techniques can create variations of the images that can improve the ability of the fit models to generalize what they have learned to new images.\n\nFor that we will use the ImageDataGenerator from keras.","metadata":{}},{"cell_type":"markdown","source":"![test.jpeg](attachment:0d1d1222-6cb6-40ac-af75-380ec42047bc.jpeg)\n\nExample of data augmentation (Shift, sampling, resizing etc)","metadata":{},"attachments":{"0d1d1222-6cb6-40ac-af75-380ec42047bc.jpeg":{"image/jpeg":"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"}}},{"cell_type":"markdown","source":"So now we create another model with data augmentation with the input in order to increase accuracy.\nWe generate more images using ImageDataGenerator and split the training data into 80% train and 20% validation split.","metadata":{}},{"cell_type":"code","source":"# Using ImageDataGenerator from keras\ntrain_datagen = ImageDataGenerator(rescale = 1.0/255, \n                                   shear_range = 0.2, \n                                   zoom_range = 0.2, \n                                   horizontal_flip = True, \n                                   validation_split = 0.2)\n\ntest_datagen = ImageDataGenerator(rescale=1.0/ 255, validation_split = 0.2)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:47:03.990527Z","iopub.execute_input":"2021-10-10T07:47:03.990758Z","iopub.status.idle":"2021-10-10T07:47:03.996899Z","shell.execute_reply.started":"2021-10-10T07:47:03.990731Z","shell.execute_reply":"2021-10-10T07:47:03.995898Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"nb_train_samples = x_train.shape[0]\nnb_validation_samples = x_test.shape[0]\ntraining_generator = train_datagen.flow(x_train, y_train, batch_size=batch_size)\nvalidation_generator = test_datagen.flow(x_test, y_test, batch_size=batch_size)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:47:03.998033Z","iopub.execute_input":"2021-10-10T07:47:03.998271Z","iopub.status.idle":"2021-10-10T07:47:04.261058Z","shell.execute_reply.started":"2021-10-10T07:47:03.998242Z","shell.execute_reply":"2021-10-10T07:47:04.260119Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Training with data augmentation","metadata":{}},{"cell_type":"code","source":"#checkpoint = ModelCheckpoint('saved_models/weights_best_vanilla.hdf5', monitor='val_acc', verbose=1, save_best_only=True, mode='max')\nhistory_v2 = model.fit_generator(training_generator,\n                         steps_per_epoch = nb_train_samples // batch_size,\n                         epochs = nb_epoch, \n                         verbose = 1,\n                         validation_data = validation_generator,\n                         validation_steps = nb_validation_samples // batch_size)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T07:47:04.262876Z","iopub.execute_input":"2021-10-10T07:47:04.263143Z","iopub.status.idle":"2021-10-10T08:21:14.601429Z","shell.execute_reply.started":"2021-10-10T07:47:04.263113Z","shell.execute_reply":"2021-10-10T08:21:14.598823Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#model2.load_weights('saved_models/weights_best_va nilla.hdf5')\nplot_train_history(history_v2)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:21:14.608700Z","iopub.execute_input":"2021-10-10T08:21:14.609166Z","iopub.status.idle":"2021-10-10T08:21:15.102810Z","shell.execute_reply.started":"2021-10-10T08:21:14.609123Z","shell.execute_reply":"2021-10-10T08:21:15.101416Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Evaluate and compare the performance of the new model\nscore2 = model.evaluate_generator(validation_generator, nb_validation_samples // batch_size)\nprint(\"Loss for model 1\",score1[0])\nprint(\"Loss for model 2 (data augmentation):\", score2[0])\n\nprint(\"Test accuracy for model 1\",score1[1])\nprint(\"Test accuracy for model 2 (data augmentation):\", score2[1])","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:21:15.104531Z","iopub.execute_input":"2021-10-10T08:21:15.104915Z","iopub.status.idle":"2021-10-10T08:21:32.752899Z","shell.execute_reply.started":"2021-10-10T08:21:15.104872Z","shell.execute_reply":"2021-10-10T08:21:32.751664Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Conclusion for Data Augmentation","metadata":{}},{"cell_type":"markdown","source":"#### Data augmentation makes our model more robust.","metadata":{}},{"cell_type":"markdown","source":"## Part 5 : Transfer Learning with VGG  <a class=\"anchor\" id=\"chapter5\"></a>","metadata":{}},{"cell_type":"markdown","source":"- Transfer learning is a machine learning method where a model developed for a task is reused as the starting point for a model on a second task.\n- That's why we train a CNN with Transfer Learning (VGG, MobileNet) in order to reduce training time without sacrificing accuracy. \n- VGG16 is a convolutional neural network model proposed by K. Simonyan and A. Zisserman from the University of Oxford in the paper “Very Deep Convolutional Networks for Large-Scale Image Recognition”. The model achieves 92.7% top-5 test accuracy in ImageNet, which is a dataset of over 14 million images belonging to 1000 classes","metadata":{}},{"cell_type":"code","source":"def vgg_std16_model(img_rows, img_cols, color_type=3):\n    \"\"\"\n    Architecture and adaptation of the VGG16 for our project\n    \"\"\"\n    nb_classes = 10\n    # Remove fully connected layer and replace\n    vgg16_model = VGG16(weights=\"imagenet\", include_top=False)\n    for layer in vgg16_model.layers:\n        layer.trainable = False\n    \n    x = vgg16_model.output\n    x = GlobalAveragePooling2D()(x)\n    x = Dense(1024, activation='relu')(x)\n    predictions = Dense(nb_classes, activation = 'softmax')(x) # add dense layer with 10 neurons and activation softmax\n    model = Model(vgg16_model.input,predictions)\n    return model","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:21:32.754496Z","iopub.execute_input":"2021-10-10T08:21:32.754764Z","iopub.status.idle":"2021-10-10T08:21:32.765478Z","shell.execute_reply.started":"2021-10-10T08:21:32.754736Z","shell.execute_reply":"2021-10-10T08:21:32.764534Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Load the VGG16 network\nprint(\"Loading network...\")\nmodel_vgg16 = vgg_std16_model(img_rows, img_cols)\nmodel_vgg16.summary()\nmodel_vgg16.compile(loss='categorical_crossentropy',\n                         optimizer='rmsprop',\n                         metrics=['accuracy'])","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:21:32.768599Z","iopub.execute_input":"2021-10-10T08:21:32.769237Z","iopub.status.idle":"2021-10-10T08:21:34.294191Z","shell.execute_reply.started":"2021-10-10T08:21:32.769181Z","shell.execute_reply":"2021-10-10T08:21:34.292865Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"training_generator = train_datagen.flow_from_directory('../input/state-farm-distracted-driver-detection/imgs/train', \n                                                 target_size = (img_rows, img_cols), \n                                                 batch_size = batch_size,\n                                                 shuffle=True,\n                                                 class_mode='categorical', subset=\"training\")\n\nvalidation_generator = test_datagen.flow_from_directory('../input/state-farm-distracted-driver-detection/imgs/test', \n                                                   target_size = (img_rows, img_cols), \n                                                   batch_size = batch_size,\n                                                   shuffle=False,\n                                                   class_mode='categorical', subset=\"validation\")\nnb_train_samples = 17943\nnb_validation_samples = 4481","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:21:34.295806Z","iopub.execute_input":"2021-10-10T08:21:34.296044Z","iopub.status.idle":"2021-10-10T08:25:42.033915Z","shell.execute_reply.started":"2021-10-10T08:21:34.296017Z","shell.execute_reply":"2021-10-10T08:25:42.032422Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"epoch=6","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:25:42.035479Z","iopub.execute_input":"2021-10-10T08:25:42.035794Z","iopub.status.idle":"2021-10-10T08:25:42.040106Z","shell.execute_reply.started":"2021-10-10T08:25:42.035758Z","shell.execute_reply":"2021-10-10T08:25:42.039483Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Training the new Model\n#checkpoint = ModelCheckpoint('saved_models/weights_best_vgg16.hdf5', monitor='val_acc', verbose=1, save_best_only=True, mode='max')\nhistory_v3 = model_vgg16.fit_generator(training_generator,\n                         steps_per_epoch = nb_train_samples // batch_size,\n                         epochs = epoch, \n                         verbose = 1,\n                         validation_data = validation_generator,\n                         validation_steps = nb_validation_samples // batch_size)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T08:25:42.041487Z","iopub.execute_input":"2021-10-10T08:25:42.041961Z","iopub.status.idle":"2021-10-10T09:11:56.370839Z","shell.execute_reply.started":"2021-10-10T08:25:42.041928Z","shell.execute_reply":"2021-10-10T09:11:56.369751Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#model_vgg16.load_weights('saved_models/weights_best_vgg16.hdf5')\nplot_train_history(history_v3)","metadata":{"execution":{"iopub.status.busy":"2021-10-10T09:11:56.374249Z","iopub.execute_input":"2021-10-10T09:11:56.374702Z","iopub.status.idle":"2021-10-10T09:11:57.163559Z","shell.execute_reply.started":"2021-10-10T09:11:56.374652Z","shell.execute_reply":"2021-10-10T09:11:57.161916Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Evaluate the performance of the new model with Transfer learning\nscore3 = model_vgg16.evaluate_generator(validation_generator, nb_validation_samples // batch_size, verbose = 1)\n\nprint(\"Test Score with simple CNN:\", score1[0])\nprint(\"Test Accuracy with simple CNN\", score1[1])\nprint('--------------------------------------')\nprint(\"Test Score with Data Augmentation:\", score2[0])\nprint(\"Test Accuracy with Data Augmentation:\", score2[1])\nprint('--------------------------------------')\nprint(\"Test Score with Transfer Learning:\", score3[0])\nprint(\"Test Accuracy with Transfer Learning:\", score3[1])","metadata":{"execution":{"iopub.status.busy":"2021-10-10T09:11:57.164618Z","iopub.status.idle":"2021-10-10T09:11:57.165044Z","shell.execute_reply.started":"2021-10-10T09:11:57.164838Z","shell.execute_reply":"2021-10-10T09:11:57.164858Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Conclusion","metadata":{}},{"cell_type":"markdown","source":"* ### CNN are really powerfull in computer vision in order to classify images. (We predict well more than 90% of the images)\n* ### And differents techniques exist in order to improve its performance like Data augmentation and Transfer learning.","metadata":{}}]}