diff --git a/.DS_Store b/.DS_Store index 070da56..fdc01f1 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/Day3/.DS_Store b/Day3/.DS_Store index 316b828..6f3e923 100644 Binary files a/Day3/.DS_Store and b/Day3/.DS_Store differ diff --git a/Day3/3-2/.DS_Store b/Day3/3-2/.DS_Store index 82902e0..7967509 100644 Binary files a/Day3/3-2/.DS_Store and b/Day3/3-2/.DS_Store differ diff --git a/Day5/5-2-1_MLPClassification.ipynb b/Day5/5-2-1_MLPClassification.ipynb new file mode 100644 index 0000000..02abb04 --- /dev/null +++ b/Day5/5-2-1_MLPClassification.ipynb @@ -0,0 +1,853 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "Link to the dataset: https://drive.google.com/drive/folders/1H6MhJefZ7DlNZ_yhkIyaoennSQvyonRR?usp=sharing" + ], + "metadata": { + "id": "zeLpBYLRjLVz" + } + }, + { + "cell_type": "code", + "source": [ + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Os3aheVYQ0Xa", + "outputId": "9ae6f955-e29f-4b40-de9a-1983c255ab62" + }, + "execution_count": 15, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "%matplotlib inline\n", + " \n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import os\n", + "import pprint\n", + "pp = pprint.PrettyPrinter(indent=4)" + ], + "metadata": { + "id": "74W28U65_DHt" + }, + "execution_count": 16, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "import joblib\n", + "from skimage.io import imread\n", + "from skimage.transform import resize\n", + " \n", + "def resize_all(src, pklname, include, width=150, height=None):\n", + " \"\"\"\n", + " load images from path, resize them and write them as arrays to a dictionary, \n", + " together with labels and metadata. The dictionary is written to a pickle file \n", + " named '{pklname}_{width}x{height}px.pkl'.\n", + " \n", + " Parameter\n", + " ---------\n", + " src: str\n", + " path to data\n", + " pklname: str\n", + " path to output file\n", + " width: int\n", + " target width of the image in pixels\n", + " include: set[str]\n", + " set containing str\n", + " \"\"\"\n", + " \n", + " height = height if height is not None else width\n", + " \n", + " data = dict()\n", + " data['description'] = 'resized ({0}x{1})animal images in rgb'.format(int(width), int(height))\n", + " data['label'] = []\n", + " data['filename'] = []\n", + " data['data'] = [] \n", + " \n", + " pklname = f\"{pklname}_{width}x{height}px.pkl\"\n", + " \n", + " # read all images in PATH, resize and write to DESTINATION_PATH\n", + " for subdir in os.listdir(src):\n", + " if subdir in include:\n", + " print(subdir)\n", + " current_path = os.path.join(src, subdir)\n", + " \n", + " for file in os.listdir(current_path):\n", + " if file[-3:] in {'jpg', 'png'}:\n", + " im = imread(os.path.join(current_path, file))\n", + " im = resize(im, (width, height)) #[:,:,::-1]\n", + " data['label'].append(subdir[:-4])\n", + " data['filename'].append(file)\n", + " data['data'].append(im)\n", + " \n", + " joblib.dump(data, pklname)" + ], + "metadata": { + "id": "k3kUVG7d_N22" + }, + "execution_count": 17, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "data_path = fr'drive/MyDrive/CVIT/5/demo/AnimalFace/Image'\n", + "os.listdir(data_path)" + ], + "metadata": { + "id": "9U1xdNrt_1-x", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "b2bfee87-eff7-4dc1-9ed7-ee5adca357c4" + }, + "execution_count": 18, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "['BearHead',\n", + " 'HumanHead',\n", + " 'CatHead',\n", + " 'CowHead',\n", + " 'EagleHead',\n", + " 'WolfHead',\n", + " 'DogHead',\n", + " 'DuckHead',\n", + " 'PigeonHead',\n", + " 'PandaHead',\n", + " 'ElephantHead',\n", + " 'DeerHead',\n", + " 'TigerHead',\n", + " 'ChickenHead',\n", + " 'SheepHead',\n", + " 'RabbitHead',\n", + " 'LionHead',\n", + " 'Natural',\n", + " 'PigHead',\n", + " 'MouseHead',\n", + " 'MonkeyHead']" + ] + }, + "metadata": {}, + "execution_count": 18 + } + ] + }, + { + "cell_type": "code", + "source": [ + "base_name = 'animal_faces'\n", + "width = 80\n", + " \n", + "include = {'ChickenHead', 'BearHead', 'ElephantHead', \n", + " 'EagleHead', 'DeerHead', 'MonkeyHead', 'PandaHead'}\n", + " \n", + "resize_all(src=data_path, pklname=base_name, width=width, include=include)\n" + ], + "metadata": { + "id": "NM2zMXfDGDAm", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "a50bcfa9-466e-40ca-fb61-8fb143ef9bb8" + }, + "execution_count": 14, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "BearHead\n", + "EagleHead\n", + "PandaHead\n", + "ElephantHead\n", + "DeerHead\n", + "ChickenHead\n", + "MonkeyHead\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from collections import Counter\n", + " \n", + "data = joblib.load(f'{base_name}_{width}x{width}px.pkl')\n", + " \n", + "print('number of samples: ', len(data['data']))\n", + "print('keys: ', list(data.keys()))\n", + "print('description: ', data['description'])\n", + "print('image shape: ', data['data'][0].shape)\n", + "print('labels:', np.unique(data['label']))\n", + " \n", + "Counter(data['label'])" + ], + "metadata": { + "id": "D6wcX5m_GGps", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "eb6b589f-af38-4e94-eb5b-916bf0bbef0c" + }, + "execution_count": 19, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "number of samples: 716\n", + "keys: ['description', 'label', 'filename', 'data']\n", + "description: resized (80x80)animal images in rgb\n", + "image shape: (80, 80, 3)\n", + "labels: ['Bear' 'Chicken' 'Deer' 'Eagle' 'Elephant' 'Monkey' 'Panda']\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Counter({'Bear': 101,\n", + " 'Eagle': 97,\n", + " 'Panda': 117,\n", + " 'Elephant': 100,\n", + " 'Deer': 101,\n", + " 'Chicken': 100,\n", + " 'Monkey': 100})" + ] + }, + "metadata": {}, + "execution_count": 19 + } + ] + }, + { + "cell_type": "code", + "source": [ + "from google.colab.patches import cv2_imshow\n", + "\n", + "data.keys()\n", + "# labels = np.unique(data['label'])\n", + "# print(labels)\n", + "# data[\"label\"]\n", + "# thing = data['data'][5]\n", + "# print(data['description'])\n", + "# cv2_imshow(thing)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "OVGZqqk5U4XA", + "outputId": "d0144c04-9f22-48b3-b3ed-501b0d54f47d" + }, + "execution_count": 48, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "dict_keys(['description', 'label', 'filename', 'data'])" + ] + }, + "metadata": {}, + "execution_count": 48 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# use np.unique to get all unique values in the list of labels\n", + "\n", + "### YOUR CODE GOES HERE\n", + "labels = np.unique(data['label'])\n", + "\n", + "# set up the matplotlib figure and axes, based on the number of labels\n", + "\n", + "### YOUR CODE GOES HERE\n", + "# plt.figure(figsize=(10,8))\n", + "# plt.axis('off')\n", + "# plt.imshow(data['data'][0], cmap='gray')\n", + "\n", + "\n", + "fig, axes = plt.subplots(1, len(labels))\n", + "fig.set_size_inches(12, 4)\n", + "\n", + "\n", + " # make a plot for every label (equipment) type. The index method returns the \n", + "# index of the first item corresponding to its search string, label in this case\n", + "\n", + "### YOUR CODE GOES HERE\n", + "for ax, label in zip(axes, labels):\n", + " # print(ax, label)\n", + " # print(data['label'].index(label))\n", + " # print(data['label'][data['label'].index(label)])\n", + "\n", + " ax.imshow(data['data'][data['label'].index(label)])\n", + "\n", + "plt.show();\n", + "\n" + ], + "metadata": { + "id": "F0mJbqFIGTPA", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 178 + }, + "outputId": "5bc87fce-1569-4eb3-9881-ff02d214efad" + }, + "execution_count": 97, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "pGfFK1ecYcF2" + }, + "execution_count": 51, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# get the data and labels from pickle object\n", + "### YOUR CODE GOES HERE\n", + "\n", + "realData = np.array(data['data'])\n", + "labels = np.array(data['label'])\n" + ], + "metadata": { + "id": "RrW3FxbvGZqu" + }, + "execution_count": 113, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#split the data into train and test set\n", + "### YOUR CODE GOES HERE\n", + "\n", + "from sklearn.model_selection import train_test_split\n", + "\n", + "x_train, x_test, y_train, y_test = train_test_split(realData, labels, test_size=0.4, shuffle=True, random_state=30)" + ], + "metadata": { + "id": "k9jKFp11GceF" + }, + "execution_count": 127, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def plot_bar(y, loc='left', relative=True):\n", + " width = 0.35\n", + " if loc == 'left':\n", + " n = -0.5\n", + " elif loc == 'right':\n", + " n = 0.5\n", + " \n", + " # calculate counts per type and sort, to ensure their order\n", + " unique, counts = np.unique(y, return_counts=True)\n", + " sorted_index = np.argsort(unique)\n", + " unique = unique[sorted_index]\n", + " \n", + " if relative:\n", + " # plot as a percentage\n", + " counts = 100*counts[sorted_index]/len(y)\n", + " ylabel_text = '% count'\n", + " else:\n", + " # plot counts\n", + " counts = counts[sorted_index]\n", + " ylabel_text = 'count'\n", + " \n", + " xtemp = np.arange(len(unique))\n", + " \n", + " plt.bar(xtemp + n*width, counts, align='center', alpha=.7, width=width)\n", + " plt.xticks(xtemp, unique, rotation=45)\n", + " plt.xlabel('equipment type')\n", + " plt.ylabel(ylabel_text)\n", + " \n", + "plt.suptitle('relative amount of photos per type')\n", + "plot_bar(y_train, loc='left')\n", + "plot_bar(y_test, loc='right')\n", + "plt.legend([\n", + " 'train ({0} photos)'.format(len(y_train)), \n", + " 'test ({0} photos)'.format(len(y_test))\n", + "]);" + ], + "metadata": { + "id": "_HN7xHKYGfjd", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 537 + }, + "outputId": "103da122-c0ed-4bf1-90e9-9d45abfdb8a2" + }, + "execution_count": 128, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "from skimage.feature import hog\n", + "from skimage.io import imread\n", + "from skimage.transform import rescale\n", + " \n", + "dog = imread('drive/MyDrive/CVIT/5/demo/German_Shepherd.jpg', as_gray=True)\n", + "# https://en.wikipedia.org/wiki/German_Shepherd#/media/File:Kim_at_14_weeks.jpg\n", + " \n", + "# scale down the image to one third\n", + "dog = rescale(dog, 1/3, mode='reflect')\n", + "\n", + "# calculate the hog and return a visual representation.\n", + "### YOUR CODE GOES HERE\n", + "_, hog_image = hog(dog, orientations=8, pixels_per_cell=(16, 16),\n", + " cells_per_block=(1, 1), visualize=True)\n", + "\n", + "fig, ax = plt.subplots(1,2)\n", + "fig.set_size_inches(8,6)\n", + "# remove ticks and their labels\n", + "[a.tick_params(bottom=False, left=False, labelbottom=False, labelleft=False) \n", + " for a in ax]\n", + "\n", + "# Create a subplot and plot original image and HOG image\n", + "### YOUR CODE GOES HERE\n", + "ax[0].imshow(dog)\n", + "ax[1].imshow(hog_image, cmap=\"gray\")\n", + "plt.show()\n" + ], + "metadata": { + "id": "Wx-00ZWUGilq", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 272 + }, + "outputId": "184d2f44-dfd5-4ed8-8b95-6c4e6f0a6b36" + }, + "execution_count": 129, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "print('number of pixels: ', dog.shape[0] * dog.shape[1])\n", + "print('number of hog features: ', hog_image.shape[0])" + ], + "metadata": { + "id": "UIB2baqeGpBZ", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "146b30dd-b366-42ee-931f-9b71a5d4803d" + }, + "execution_count": 130, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "number of pixels: 31428\n", + "number of hog features: 162\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from sklearn.base import BaseEstimator, TransformerMixin\n", + " \n", + "class RGB2GrayTransformer(BaseEstimator, TransformerMixin):\n", + " \"\"\"\n", + " Convert an array of RGB images to grayscale\n", + " \"\"\"\n", + " \n", + " def __init__(self):\n", + " pass\n", + " \n", + " def fit(self, X, y=None):\n", + " \"\"\"returns itself\"\"\"\n", + " return self\n", + " \n", + " def transform(self, X, y=None):\n", + " \"\"\"perform the transformation and return an array\"\"\"\n", + " return np.array([skimage.color.rgb2gray(img) for img in X])\n", + " \n", + " \n", + "class HogTransformer(BaseEstimator, TransformerMixin):\n", + " \"\"\"\n", + " Expects an array of 2d arrays (1 channel images)\n", + " Calculates hog features for each img\n", + " \"\"\"\n", + " \n", + " def __init__(self, y=None, orientations=9,\n", + " pixels_per_cell=(8, 8),\n", + " cells_per_block=(3, 3), block_norm='L2-Hys'):\n", + " self.y = y\n", + " self.orientations = orientations\n", + " self.pixels_per_cell = pixels_per_cell\n", + " self.cells_per_block = cells_per_block\n", + " self.block_norm = block_norm\n", + " \n", + " def fit(self, X, y=None):\n", + " return self\n", + " \n", + " def transform(self, X, y=None):\n", + " \n", + " def local_hog(X):\n", + " return hog(X,\n", + " orientations=self.orientations,\n", + " pixels_per_cell=self.pixels_per_cell,\n", + " cells_per_block=self.cells_per_block,\n", + " block_norm=self.block_norm)\n", + " \n", + " try: # parallel\n", + " return np.array([local_hog(img) for img in X])\n", + " except:\n", + " return np.array([local_hog(img) for img in X])" + ], + "metadata": { + "id": "AEZLLYlRHmsX" + }, + "execution_count": 131, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from sklearn.linear_model import SGDClassifier\n", + "from sklearn.model_selection import cross_val_predict\n", + "from sklearn.preprocessing import StandardScaler, Normalizer\n", + "import skimage\n", + " \n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.metrics import confusion_matrix, accuracy_score\n", + "\n", + "# create an instance of each transformer\n", + "grayify = RGB2GrayTransformer()\n", + "hogify = HogTransformer(\n", + " pixels_per_cell=(14, 14), \n", + " cells_per_block=(2,2), \n", + " orientations=9, \n", + " block_norm='L2-Hys'\n", + ")\n", + "scalify = StandardScaler()\n", + " \n", + "'''\n", + "call fit_transform on each transform converting X_train step by step first convert RGB2Gray, \n", + "then calculate HOG features and finally scale the images\n", + "'''\n", + "### YOUR CODE GOES HERE\n", + "print(len(x_train))\n", + "grayifyTransformerTrainSet = grayify.fit_transform(x_train)\n", + "hogTransformerTrainSet = hogify.fit_transform(grayifyTransformerTrainSet)\n", + "scalifyTransformerTrainSet = scalify.fit_transform(hogTransformerTrainSet)\n", + "xTransformedTrain = scalifyTransformerTrainSet\n", + "# xTransformedTrain\n", + "print(len(xTransformedTrain))" + ], + "metadata": { + "id": "UAkk2Gq4Hv-r", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "085aa62e-950b-4b72-e8ae-79bd828b5dff" + }, + "execution_count": 132, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "429\n", + "429\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "# initialise the SGD classifier/ any MLP classifier\n", + "\n", + "\n", + "\n", + "### YOUR CODE GOES HERE\n", + "# MLP classifier sklearn docs\n", + "# train here\n", + "\n", + "clf = MLPClassifier().fit(xTransformedTrain, y_train)\n", + "\n", + "# clf = SGDClassifier()\n", + "# clf.fit(xTransformedTrain, y_train)\n" + ], + "metadata": { + "id": "8-gGJVxJHyjt" + }, + "execution_count": 133, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Prepare test data by applying same transforms as train data\n", + "\n", + "### YOUR CODE GOES HERE\n", + "\n", + "grayifyTransformerTestSet = grayify.fit_transform(x_test)\n", + "hogTransformerTestSet = hogify.fit_transform(grayifyTransformerTestSet)\n", + "scalifyTransformerTestSet = scalify.fit_transform(hogTransformerTestSet)\n", + "xTransformedTest = scalifyTransformerTestSet\n", + "xTransformedTest\n", + "\n" + ], + "metadata": { + "id": "j_3you2rH1z9", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "9d6bce7d-7585-4452-8c97-eca0e3f65eb9" + }, + "execution_count": 134, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "array([[-1.23450928, -0.52570158, 0.21451327, ..., -0.19951318,\n", + " -0.82963754, -0.97961363],\n", + " [-1.5758286 , -1.35749507, -1.34955618, ..., 0.27051129,\n", + " 0.1088386 , 0.42000433],\n", + " [ 0.71806525, -0.53091353, 0.00863336, ..., 0.29467151,\n", + " -0.74245154, -0.96948559],\n", + " ...,\n", + " [-0.19442149, -0.84645292, -0.46867057, ..., -0.34060381,\n", + " 0.15794476, 0.28410757],\n", + " [-1.2061693 , -0.95893341, -1.14485169, ..., -1.00981856,\n", + " -1.09210232, -0.418807 ],\n", + " [-0.60935111, -1.08879056, -1.17589846, ..., -1.17733267,\n", + " -0.60294585, 1.07239899]])" + ] + }, + "metadata": {}, + "execution_count": 134 + } + ] + }, + { + "cell_type": "code", + "source": [ + "\n", + "# Print the testing accuracy\n", + "\n", + "y_pred = clf.predict(xTransformedTest)\n", + "# print(y_pred)\n", + "\n", + "testing_accuracy = accuracy_score(y_test, y_pred)\n", + "\n", + "print(testing_accuracy)\n", + "### YOUR CODE GOES HERE\n", + "\n" + ], + "metadata": { + "id": "wYxZnrdnH767", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "bd56a6ba-9242-4e31-cbe6-7e5394f3bc5f" + }, + "execution_count": 135, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "0.8745644599303136\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "# Plot confusion matrix\n", + "\n", + "### YOUR CODE GOES HERE\n", + "cm = confusion_matrix(y_test, y_pred)\n", + "print(cm)\n", + "\n" + ], + "metadata": { + "id": "NM545d8PH-nS", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "479a364b-bb61-4bd4-9eae-66192961610b" + }, + "execution_count": 136, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[[23 0 1 0 2 5 0]\n", + " [ 1 36 1 2 0 1 0]\n", + " [ 0 0 42 0 0 0 0]\n", + " [ 2 4 0 33 0 3 4]\n", + " [ 1 0 0 0 39 1 0]\n", + " [ 0 2 0 0 0 31 1]\n", + " [ 4 0 0 0 0 1 47]]\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + " \n", + "def plot_confusion_matrix(cmx, vmax1=None, vmax2=None, vmax3=None):\n", + " cmx_norm = 100*cmx / cmx.sum(axis=1, keepdims=True)\n", + " cmx_zero_diag = cmx_norm.copy()\n", + " \n", + " np.fill_diagonal(cmx_zero_diag, 0)\n", + " \n", + " fig, ax = plt.subplots(ncols=3)\n", + " fig.set_size_inches(12, 3)\n", + " [a.set_xticks(range(len(cmx)+1)) for a in ax]\n", + " [a.set_yticks(range(len(cmx)+1)) for a in ax]\n", + " \n", + " im1 = ax[0].imshow(cmx, vmax=vmax1)\n", + " ax[0].set_title('as is')\n", + " im2 = ax[1].imshow(cmx_norm, vmax=vmax2)\n", + " ax[1].set_title('%')\n", + " im3 = ax[2].imshow(cmx_zero_diag, vmax=vmax3)\n", + " ax[2].set_title('% and 0 diagonal')\n", + " \n", + " dividers = [make_axes_locatable(a) for a in ax]\n", + " cax1, cax2, cax3 = [divider.append_axes(\"right\", size=\"5%\", pad=0.1) \n", + " for divider in dividers]\n", + " \n", + " fig.colorbar(im1, cax=cax1)\n", + " fig.colorbar(im2, cax=cax2)\n", + " fig.colorbar(im3, cax=cax3)\n", + " fig.tight_layout()\n", + " \n", + "plot_confusion_matrix(cm)\n", + " \n", + "# the types appear in this order\n", + "print('\\n', sorted(np.unique(y_test)))" + ], + "metadata": { + "id": "SeibCs1JID18", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 318 + }, + "outputId": "994ee8ba-78aa-4790-d0f0-613fcd1cda26" + }, + "execution_count": 137, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + " ['Bear', 'Chicken', 'Deer', 'Eagle', 'Elephant', 'Monkey', 'Panda']\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "fGj0Mf9QIOeK" + }, + "execution_count": 137, + "outputs": [] + } + ] +} \ No newline at end of file diff --git a/Day5/5-2-2_FaceDetection.ipynb b/Day5/5-2-2_FaceDetection.ipynb new file mode 100644 index 0000000..6cb9360 --- /dev/null +++ b/Day5/5-2-2_FaceDetection.ipynb @@ -0,0 +1,495 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "N77mENRp_cDV" + }, + "source": [ + "# Face detection using pre-trained model\n", + "\n", + "We use following blog as a reference:\n", + "[Face detection with OpenCV and deep learning](https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "pCLWBnscEns9" + }, + "source": [ + "Import required Python libraries" + ] + }, + { + "cell_type": "code", + "source": [ + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "MqsLR9w9arCU", + "outputId": "0d203e1f-a377-406a-c05b-54d16169e4b2" + }, + "execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Mounted at /content/drive\n" + ] + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "oS98J5s0FaOc" + }, + "source": [ + "\n", + "import imutils\n", + "import numpy as np\n", + "import cv2\n", + "from google.colab.patches import cv2_imshow\n", + "from IPython.display import display, Javascript\n", + "from google.colab.output import eval_js\n", + "from base64 import b64decode" + ], + "execution_count": 2, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "-_XQn5yRHfj5" + }, + "source": [ + "Start webcam" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "MvC_TWhtEo2c" + }, + "source": [ + "def take_photo(filename='photo.jpg', quality=0.8):\n", + " js = Javascript('''\n", + " async function takePhoto(quality) {\n", + " const div = document.createElement('div');\n", + " const capture = document.createElement('button');\n", + " capture.textContent = 'Capture';\n", + " div.appendChild(capture);\n", + "\n", + " const video = document.createElement('video');\n", + " video.style.display = 'block';\n", + " const stream = await navigator.mediaDevices.getUserMedia({video: true});\n", + "\n", + " document.body.appendChild(div);\n", + " div.appendChild(video);\n", + " video.srcObject = stream;\n", + " await video.play();\n", + "\n", + " // Resize the output to fit the video element.\n", + " google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);\n", + "\n", + " // Wait for Capture to be clicked.\n", + " await new Promise((resolve) => capture.onclick = resolve);\n", + "\n", + " const canvas = document.createElement('canvas');\n", + " canvas.width = video.videoWidth;\n", + " canvas.height = video.videoHeight;\n", + " canvas.getContext('2d').drawImage(video, 0, 0);\n", + " stream.getVideoTracks()[0].stop();\n", + " div.remove();\n", + " return canvas.toDataURL('image/jpeg', quality);\n", + " }\n", + " ''')\n", + " display(js)\n", + " data = eval_js('takePhoto({})'.format(quality))\n", + " binary = b64decode(data.split(',')[1])\n", + " with open(filename, 'wb') as f:\n", + " f.write(binary)\n", + " return filename" + ], + "execution_count": 3, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "algvth78IDHl" + }, + "source": [ + "Click 'Capture' to make photo using your webcam." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Q3FhshNYIIEE", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 17 + }, + "outputId": "1ed0a064-aaa3-4624-e7f8-09469ae2c972" + }, + "source": [ + "image_file = take_photo()" + ], + "execution_count": 28, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "application/javascript": [ + "\n", + " async function takePhoto(quality) {\n", + " const div = document.createElement('div');\n", + " const capture = document.createElement('button');\n", + " capture.textContent = 'Capture';\n", + " div.appendChild(capture);\n", + "\n", + " const video = document.createElement('video');\n", + " video.style.display = 'block';\n", + " const stream = await navigator.mediaDevices.getUserMedia({video: true});\n", + "\n", + " document.body.appendChild(div);\n", + " div.appendChild(video);\n", + " video.srcObject = stream;\n", + " await video.play();\n", + "\n", + " // Resize the output to fit the video element.\n", + " google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);\n", + "\n", + " // Wait for Capture to be clicked.\n", + " await new Promise((resolve) => capture.onclick = resolve);\n", + "\n", + " const canvas = document.createElement('canvas');\n", + " canvas.width = video.videoWidth;\n", + " canvas.height = video.videoHeight;\n", + " canvas.getContext('2d').drawImage(video, 0, 0);\n", + " stream.getVideoTracks()[0].stop();\n", + " div.remove();\n", + " return canvas.toDataURL('image/jpeg', quality);\n", + " }\n", + " " + ] + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "nxUZAu0gIuyd" + }, + "source": [ + "Read, resize and display the image. " + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "UZp-xlhYI1SL", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 335 + }, + "outputId": "b6768ec3-620c-45cf-ac2c-e757a3a7b67c" + }, + "source": [ + "#image = cv2.imread(image_file, cv2.IMREAD_UNCHANGED)\n", + "# image_file = 'drive/MyDrive/CVIT/5/demo/srk.jpg'\n", + "image = cv2.imread(image_file)\n", + "\n", + "# resize it to have a maximum width of 400 pixels\n", + "image = imutils.resize(image, width=400)\n", + "(h, w) = image.shape[:2]\n", + "print(w,h)\n", + "cv2_imshow(image)" + ], + "execution_count": 29, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "400 300\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Sq7fX5pC-yfW" + }, + "source": [ + "OpenCV’s deep learning face detector is based on the Single Shot Detector (SSD) framework with a ResNet base network. The network is defined and trained using the [Caffe Deep Learning framework](https://caffe.berkeleyvision.org/)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "BmECWHDlEfSq" + }, + "source": [ + "Download the pre-trained face detection model, consisting of two files:\n", + "\n", + "- The network definition (deploy.prototxt)\n", + "- The learned weights (res10_300x300_ssd_iter_140000.caffemodel) " + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "pSb3BnYX_atl", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "e3ae3d00-97fe-4bc9-9e82-649726657203" + }, + "source": [ + "!wget -N https://raw.githubusercontent.com/opencv/opencv/master/samples/dnn/face_detector/deploy.prototxt\n", + "!wget -N https://raw.githubusercontent.com/opencv/opencv_3rdparty/dnn_samples_face_detector_20170830/res10_300x300_ssd_iter_140000.caffemodel" + ], + "execution_count": 30, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2023-05-26 10:47:29-- https://raw.githubusercontent.com/opencv/opencv/master/samples/dnn/face_detector/deploy.prototxt\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 28104 (27K) [text/plain]\n", + "Saving to: ‘deploy.prototxt’\n", + "\n", + "\rdeploy.prototxt 0%[ ] 0 --.-KB/s \rdeploy.prototxt 100%[===================>] 27.45K --.-KB/s in 0.002s \n", + "\n", + "Last-modified header missing -- time-stamps turned off.\n", + "2023-05-26 10:47:29 (11.5 MB/s) - ‘deploy.prototxt’ saved [28104/28104]\n", + "\n", + "--2023-05-26 10:47:29-- https://raw.githubusercontent.com/opencv/opencv_3rdparty/dnn_samples_face_detector_20170830/res10_300x300_ssd_iter_140000.caffemodel\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 10666211 (10M) [application/octet-stream]\n", + "Saving to: ‘res10_300x300_ssd_iter_140000.caffemodel’\n", + "\n", + "res10_300x300_ssd_i 100%[===================>] 10.17M --.-KB/s in 0.1s \n", + "\n", + "Last-modified header missing -- time-stamps turned off.\n", + "2023-05-26 10:47:29 (88.3 MB/s) - ‘res10_300x300_ssd_iter_140000.caffemodel’ saved [10666211/10666211]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "EWqTocBc8Tf2" + }, + "source": [ + "Load the pre-trained face detection network model from disk" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "NHPblHBY8UfU", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "335d6d79-feb6-4c91-f2c6-79142731ab27" + }, + "source": [ + "print(\"[INFO] loading model...\")\n", + "prototxt = 'deploy.prototxt'\n", + "model = 'res10_300x300_ssd_iter_140000.caffemodel'\n", + "net = cv2.dnn.readNetFromCaffe(prototxt, model)" + ], + "execution_count": 31, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[INFO] loading model...\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5a_YRiA01t9s" + }, + "source": [ + "Use the [dnn.blobFromImage](https://www.pyimagesearch.com/2017/11/06/deep-learning-opencvs-blobfromimage-works/) function to construct an input blob by resizing the image to a fixed 300x300 pixels and then normalizing it.\n" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Xrs7Lk_X1uek" + }, + "source": [ + "# resize it to have a maximum width of 400 pixels\n", + "image = imutils.resize(image, width=400)\n", + "blob = cv2.dnn.blobFromImage(cv2.resize(image, (300, 300)), 1.0, (300, 300), (104.0, 177.0, 123.0))" + ], + "execution_count": 32, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "P476hmzC5lCG" + }, + "source": [ + "\n", + "Pass the blob through the neural network and obtain the detections and predictions." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "kF3EhuvS5j53", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "f331a70f-2452-4986-e997-3617ae6579d4" + }, + "source": [ + "print(\"[INFO] computing object detections...\")\n", + "net.setInput(blob)\n", + "detections = net.forward()" + ], + "execution_count": 33, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[INFO] computing object detections...\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "DfYUKtIA6KBe" + }, + "source": [ + "Loop over the detections and draw boxes around the detected faces" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "AozMWEAb6Kr7" + }, + "source": [ + "for i in range(0, detections.shape[2]):\n", + "\n", + "\t# extract the confidence (i.e., probability) associated with the prediction\n", + "\tconfidence = detections[0, 0, i, 2]\n", + "\n", + "\t# filter out weak detections by ensuring the `confidence` is\n", + "\t# greater than the minimum confidence threshold\n", + "\tif confidence > 0.5:\n", + "\t\t# compute the (x, y)-coordinates of the bounding box for the object\n", + "\t\tbox = detections[0, 0, i, 3:7] * np.array([w, h, w, h])\n", + "\t\t(startX, startY, endX, endY) = box.astype(\"int\")\n", + "\t\t# draw the bounding box of the face along with the associated probability\n", + "\t\ttext = \"{:.2f}%\".format(confidence * 100)\n", + "\t\ty = startY - 10 if startY - 10 > 10 else startY + 10\n", + "\t\tcv2.rectangle(image, (startX, startY), (endX, endY), (0, 0, 255), 2)\n", + "\t\tcv2.putText(image, text, (startX, y),\n", + "\t\t\tcv2.FONT_HERSHEY_SIMPLEX, 0.45, (0, 0, 255), 2)" + ], + "execution_count": 34, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Hh0b0Jtq7pa9" + }, + "source": [ + "Show the resulting image" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "5WICWY6_7p6b", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 317 + }, + "outputId": "7d404ba1-995e-4529-88d1-c2b60fe64348" + }, + "source": [ + "cv2_imshow(image)" + ], + "execution_count": 35, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "m-gjXPzhaS4W" + }, + "execution_count": 35, + "outputs": [] + } + ] +} \ No newline at end of file