├── index.jpg ├── ML_Project_Report.pdf ├── Output_Images ├── face_rec_KNN.PNG ├── face_rec_SVM.PNG ├── Augmented_Data.PNG ├── eigen_face_pca.PNG ├── CNN_emo_rec_graph.PNG ├── emotion_rec_SVM.PNG ├── pca_model_fitting.PNG ├── CNN_emo_rec_correct.PNG ├── CNN_face_rec_graph.PNG ├── CNN_emo_rec_accuracy.PNG ├── CNN_face_rec_accuracy.PNG ├── CNN_face_rec_correct.PNG ├── CNN_face_rec_incorrect.PNG ├── cnn_emo_rec_incorrect.PNG ├── pca_face_recognition.PNG ├── CNN_emo_rec_classification_report.PNG └── Detected_face_using_hogfacedetector.PNG ├── README.md └── Code ├── Face_detection_and _Extraction.ipynb ├── Face Detection.ipynb └── Data_Augmentation.ipynb /index.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aayuvraj/Face-Detection-and-Emotion-Recognition/HEAD/index.jpg -------------------------------------------------------------------------------- /ML_Project_Report.pdf: 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-------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Face-Detection-and-Emotion-Recognition 2 | 3 | ![Face Recognition](index.jpg) 4 | 5 | In this project, we take into account different approaches like Eigenfaces, Principal Component Analysis(PCA), Support Vector Machines(SVM), Artificial Neural Networks(ANN), Convolutional Neural Networks(CNN), K-Nearest Neighbour(KNN) for the problem of face recognition and compare all the approaches on the basis of different performance metrics such as Accuracy, Number of Iterations and Error Rate to see which technique is more feasible in real life. Then after we also recognize emotions in a face using the Support Vector Machines(SVM) and the Convolutional Neural Networks(CNN). The approaches we have considered treats Face Recognition and Emotions Recognition problem as two-dimensional recognition problem, the advantage being faces can be described by a small set of 2-D characteristics views. The dataset used is collected from the whole class where each student was asked to upload their selfies in six different emotions. 6 | 7 | * **Augmented Dataset** 8 | 9 | ![Augmented Data](/Output_Images/Augmented_Data.PNG) 10 | 11 | * **Training and Validation Accuracy and loss for Face Recognition using Convolutional Neural Networks** 12 | 13 | ![Accuracy and Loss Graph Face Recognition](/Output_Images/CNN_face_rec_graph.PNG) 14 | 15 | * **Training and Validation Accuracy and loss for Emotion Recognition using Convolutional Neural Networks** 16 | 17 | ![Accuracy and Loss Graph Emotion Recognition](/Output_Images/CNN_emo_rec_graph.PNG) 18 | 19 | Note : For more details about the description and results of the project please go through the ML_Project_Report.pdf file in the repository. 20 | -------------------------------------------------------------------------------- /Code/Face_detection_and _Extraction.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 1, 6 | "metadata": { 7 | "collapsed": true 8 | }, 9 | "outputs": [], 10 | "source": [ 11 | "import os\n", 12 | "import cv2 \n", 13 | "import math\n", 14 | "\n", 15 | "from scipy.linalg import svd\n", 16 | "from numpy import linalg as LA\n", 17 | "\n", 18 | "import pandas as pd\n", 19 | "import numpy as np\n", 20 | "import matplotlib.pyplot as plt\n", 21 | "import tensorflow as tf\n", 22 | "tf.enable_eager_execution()\n", 23 | "\n", 24 | "\n", 25 | "%matplotlib inline" 26 | ] 27 | }, 28 | { 29 | "cell_type": "code", 30 | "execution_count": 2, 31 | "metadata": { 32 | "collapsed": true 33 | }, 34 | "outputs": [], 35 | "source": [ 36 | "path = \"D:/ML Dataset/FaceDetectedImage/\"\n", 37 | "\n", 38 | "writepath = \"D:/ML Dataset/Face_Extracted/\"\n" 39 | ] 40 | }, 41 | { 42 | "cell_type": "code", 43 | "execution_count": 3, 44 | "metadata": { 45 | "collapsed": true 46 | }, 47 | "outputs": [], 48 | "source": [ 49 | "# Rading dataset\n", 50 | "gray_img = []\n", 51 | "for img in path:\n", 52 | " gray = cv2.imread(img)\n", 53 | " #gray = cv2.cvtColor(gray,cv2.COLOR_BGR2GRAY)\n", 54 | " #gray = cv2.resize(gray,(720,1280))\n", 55 | " gray_img.append(gray)" 56 | ] 57 | }, 58 | { 59 | "cell_type": "code", 60 | "execution_count": 22, 61 | "metadata": { 62 | "collapsed": false 63 | }, 64 | "outputs": [ 65 | { 66 | "ename": "TypeError", 67 | "evalue": "'NoneType' object is not subscriptable", 68 | "output_type": "error", 69 | "traceback": [ 70 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", 71 | "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", 72 | "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 23\u001b[0m \u001b[0may\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrange\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mh\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m60\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 24\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 25\u001b[1;33m \u001b[0mimg\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimage\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mix_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0may\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 26\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 27\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", 73 | "\u001b[1;31mTypeError\u001b[0m: 'NoneType' object is not subscriptable" 74 | ] 75 | } 76 | ], 77 | "source": [ 78 | "faceCascade = cv2.CascadeClassifier(\"haarcascade_frontalface_default.xml\")\n", 79 | "\n", 80 | "imagePath = \"D:/ML Dataset/FaceDetectedImage/1641002_Male_Anger_RGB.png\"\n", 81 | "image = cv2.imread(imagePath)\n", 82 | "\n", 83 | "# Detect faces in the image\n", 84 | "faces = faceCascade.detectMultiScale(\n", 85 | " image,\n", 86 | " scaleFactor=2,\n", 87 | " minNeighbors=5\n", 88 | ")\n", 89 | "\n", 90 | "# if len(faces) == 1:\n", 91 | "# print(\"Found {} faces!\".format(len(faces)))\n", 92 | "\n", 93 | "# # Draw a rectangle around the faces\n", 94 | "# for (x, y, w, h) in faces:\n", 95 | "# cv2.rectangle(image, (x, y), (x+w, y+h+60), (0, 0, 255), 5)\n", 96 | "\n", 97 | "# plt.imshow(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))\n", 98 | "\n", 99 | "\n", 100 | "\n", 101 | "\n" 102 | ] 103 | }, 104 | { 105 | "cell_type": "code", 106 | "execution_count": null, 107 | "metadata": { 108 | "collapsed": true 109 | }, 110 | "outputs": [], 111 | "source": [] 112 | }, 113 | { 114 | "cell_type": "code", 115 | "execution_count": 16, 116 | "metadata": { 117 | "collapsed": false 118 | }, 119 | "outputs": [ 120 | { 121 | "ename": "TypeError", 122 | "evalue": "'NoneType' object is not subscriptable", 123 | "output_type": "error", 124 | "traceback": [ 125 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", 126 | "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", 127 | "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[0may\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrange\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mh\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m60\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 18\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 19\u001b[1;33m \u001b[0mimg\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimage\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mix_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0may\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 20\u001b[0m \u001b[0mcv2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimwrite\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mwritepath\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mi\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mimg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", 128 | "\u001b[1;31mTypeError\u001b[0m: 'NoneType' object is not subscriptable" 129 | ] 130 | } 131 | ], 132 | "source": [ 133 | "faceCascade = cv2.CascadeClassifier(\"haarcascade_frontalface_default.xml\")\n", 134 | "\n", 135 | "ind = 0;\n", 136 | "\n", 137 | "for i in os.listdir(path):\n", 138 | "\n", 139 | " #image = gray_img[ind]\n", 140 | " image = cv2.imread(i) \n", 141 | " # Detect faces in the image\n", 142 | " faces = faceCascade.detectMultiScale(image,scaleFactor=1.2,minNeighbors=5)\n", 143 | "\n", 144 | " # Draw a rectangle around the faces\n", 145 | " for (x, y, w, h) in faces:\n", 146 | " cv2.rectangle(image, (x, y), (x+w, y+h+60), (0, 0, 255), 5)\n", 147 | "\n", 148 | "# ax = list(range(x,x+w))\n", 149 | "# ay = list(range(y,y+h+60))\n", 150 | "\n", 151 | "# img = image[np.ix_(ay,ax)]\n", 152 | "# cv2.imwrite(writepath+i,img)\n", 153 | " \n", 154 | "# ind = ind+1\n", 155 | "\n", 156 | "\n", 157 | "\n", 158 | "\n", 159 | "\n" 160 | ] 161 | }, 162 | { 163 | "cell_type": "code", 164 | "execution_count": null, 165 | "metadata": { 166 | "collapsed": true 167 | }, 168 | "outputs": [], 169 | "source": [ 170 | "ax = list(range(x,x+w))\n", 171 | "ay = list(range(y,y+h+60))\n", 172 | "\n", 173 | "img = image[np.ix_(ay,ax)]\n", 174 | "\n", 175 | "\n", 176 | "plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))" 177 | ] 178 | }, 179 | { 180 | "cell_type": "code", 181 | "execution_count": null, 182 | "metadata": { 183 | "collapsed": true 184 | }, 185 | "outputs": [], 186 | "source": [ 187 | "# #tf.write_file(writepath+s, img)\n", 188 | "# cv2.imwrite(writepath+s,img)" 189 | ] 190 | }, 191 | { 192 | "cell_type": "code", 193 | "execution_count": null, 194 | "metadata": { 195 | "collapsed": true 196 | }, 197 | "outputs": [], 198 | "source": [ 199 | " " 200 | ] 201 | } 202 | ], 203 | "metadata": { 204 | "kernelspec": { 205 | "display_name": "Python 3", 206 | "language": "python", 207 | "name": "python3" 208 | }, 209 | "language_info": { 210 | "codemirror_mode": { 211 | "name": "ipython", 212 | "version": 3 213 | }, 214 | "file_extension": ".py", 215 | "mimetype": "text/x-python", 216 | "name": "python", 217 | "nbconvert_exporter": "python", 218 | "pygments_lexer": "ipython3", 219 | "version": "3.6.0" 220 | } 221 | }, 222 | "nbformat": 4, 223 | "nbformat_minor": 2 224 | } 225 | -------------------------------------------------------------------------------- /Code/Face Detection.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 2, 6 | "metadata": { 7 | "collapsed": false 8 | }, 9 | "outputs": [ 10 | { 11 | "name": "stderr", 12 | "output_type": "stream", 13 | "text": [ 14 | "Using TensorFlow backend.\n" 15 | ] 16 | } 17 | ], 18 | "source": [ 19 | "import numpy as np\n", 20 | "from keras.utils import to_categorical\n", 21 | "import os\n", 22 | "import glob\n", 23 | "import cv2 \n", 24 | "import math\n", 25 | "import dlib\n", 26 | "import tensorflow as tf\n", 27 | "from scipy.linalg import svd\n", 28 | "from numpy import linalg as LA\n", 29 | "\n", 30 | "import pandas as pd\n", 31 | "import numpy as np\n", 32 | "import matplotlib.pyplot as plt\n", 33 | "\n", 34 | "from sklearn.model_selection import train_test_split\n", 35 | "\n", 36 | "\n", 37 | "\n", 38 | "%matplotlib inline" 39 | ] 40 | }, 41 | { 42 | "cell_type": "code", 43 | "execution_count": 15, 44 | "metadata": { 45 | "collapsed": true 46 | }, 47 | "outputs": [], 48 | "source": [ 49 | "path = glob.glob(\"F:/Program Files/Final_Dataset/*RGB.png\")" 50 | ] 51 | }, 52 | { 53 | "cell_type": "code", 54 | "execution_count": 11, 55 | "metadata": { 56 | "collapsed": true 57 | }, 58 | "outputs": [], 59 | "source": [ 60 | "path_r=\"F:/Program Files/Final_Dataset/\"" 61 | ] 62 | }, 63 | { 64 | "cell_type": "code", 65 | "execution_count": 38, 66 | "metadata": { 67 | "collapsed": true 68 | }, 69 | "outputs": [], 70 | "source": [ 71 | "face_write_path = 'F:/Program Files/Detected'" 72 | ] 73 | }, 74 | { 75 | "cell_type": "code", 76 | "execution_count": 33, 77 | "metadata": { 78 | "collapsed": false 79 | }, 80 | "outputs": [ 81 | { 82 | "name": "stdout", 83 | "output_type": "stream", 84 | "text": [ 85 | "1641002_Male_Anger_RGB.png\n", 86 | "1641002_Male_Disgust_RGB.png\n", 87 | "1641002_Male_Fear_RGB.png\n", 88 | "1641002_Male_Happy_RGB.png\n", 89 | "1641002_Male_Neutral_RGB.png\n", 90 | "1641002_Male_Sad_RGB.png\n", 91 | "1641002_Male_Surprise_RGB.png\n", 92 | "1641003_Male_Disgust_RGB.png\n", 93 | "1641003_Male_Happy_RGB.png\n", 94 | "1641003_Male_Neutral_RGB.png\n", 95 | "1641003_Male_Sad_RGB.png\n", 96 | "1641003_Male_surprise_RGB.png\n", 97 | "1641005_Male_Anger_RGB.png\n", 98 | "1641005_Male_Disgust_RGB.png\n", 99 | "1641005_Male_Fear_RGB.png\n", 100 | "1641005_Male_Happy_RGB.png\n", 101 | "1641005_Male_Neutral_RGB.png\n", 102 | "1641005_Male_Sad_RGB.png\n", 103 | "1641005_Male_Surprise_RGB.png\n", 104 | "1641006_Male_Anger_RGB.png\n", 105 | "1641006_Male_Disgust_RGB.png\n", 106 | "1641006_Male_Fear_RGB.png\n", 107 | "1641006_Male_Happy_RGB.png\n", 108 | "1641006_Male_Neutral_RGB.png\n", 109 | "1641006_Male_Sad_RGB.png\n", 110 | "1641006_Male_Surprise_RGB.png\n", 111 | "1641007_Male_Anger_RGB.png\n", 112 | "1641007_Male_Disgust_RGB.png\n", 113 | "1641007_Male_Fear_RGB.png\n", 114 | "1641007_Male_Happy_RGB.png\n", 115 | "1641007_Male_Neutral_RGB.png\n", 116 | "1641007_Male_Sad_RGB.png\n", 117 | "1641007_Male_Surprise_RGB.png\n", 118 | "1641010_Male_Anger_RGB.png\n", 119 | "1641010_Male_Disgust_RGB.png\n", 120 | "1641010_Male_Fear_RGB.png\n", 121 | "1641010_Male_Happy_RGB.png\n", 122 | "1641010_Male_Neutral_RGB.png\n", 123 | "1641010_Male_Sad_RGB.png\n", 124 | "1641010_Male_Surprise_RGB.png\n", 125 | "1641011_Male_Anger_RGB.png\n", 126 | "1641011_Male_Disgust_RGB.png\n", 127 | "1641011_Male_Fear_RGB.png\n", 128 | "1641011_Male_Happy_RGB.png\n", 129 | "1641011_Male_Neutral_RGB.png\n", 130 | "1641011_Male_Sad_RGB.png\n", 131 | "1641011_Male_Surprise_RGB.png\n", 132 | "1641013_Female_Anger_RGB.png\n", 133 | "1641013_Female_Disgust_RGB.png\n", 134 | "1641013_Female_Fear_RGB.png\n", 135 | "1641013_Female_Happy_RGB.png\n", 136 | "1641013_Female_Neutral_RGB.png\n", 137 | "1641013_Female_Sad_RGB.png\n", 138 | "1641013_Female_Surprise_RGB.png\n", 139 | "1641014_Male_Anger_RGB.png\n", 140 | "1641014_Male_Disgust_RGB.png\n", 141 | "1641014_Male_Fear_RGB.png\n", 142 | "1641014_Male_Happy_RGB.png\n", 143 | "1641014_Male_Neutral_RGB.png\n", 144 | "1641014_Male_Sad_RGB.png\n", 145 | "1641014_Male_Surprise_RGB.png\n", 146 | "1641015_Male_Anger_RGB.png\n", 147 | "1641015_Male_Disgust_RGB.png\n", 148 | "1641015_Male_Fear_RGB.png\n", 149 | "1641015_Male_Happy_RGB.png\n", 150 | "1641015_Male_Neutral_RGB.png\n", 151 | "1641015_Male_Sad_RGB.png\n", 152 | "1641015_Male_Surprise_RGB.png\n", 153 | "1641016_Female_Anger_RGB.png\n", 154 | "1641016_Female_Disgust_RGB.png\n", 155 | "1641016_Female_fear_RGB.png\n", 156 | "1641016_Female_Happy_RGB.png\n", 157 | "1641016_Female_Neutral_RGB.png\n", 158 | "1641016_Female_Sad_RGB.png\n", 159 | "1641016_Female_Surprise_RGB.png\n", 160 | "1641017_Male_Anger_RGB.png\n", 161 | "1641017_Male_Disgust_RGB.png\n", 162 | "1641017_Male_Fear_RGB.png\n", 163 | "1641017_Male_Happy_RGB.png\n", 164 | "1641017_Male_Neutral_RGB.png\n", 165 | "1641017_Male_Sad_RGB.png\n", 166 | "1641017_Male_Surprise_RGB.png\n", 167 | "1641020_Male_Anger_RGB.png\n", 168 | "1641020_Male_Disgust_RGB.png\n", 169 | "1641020_Male_Fear_RGB.png\n", 170 | "1641020_Male_Happy_RGB.png\n", 171 | "1641020_Male_Neutral_RGB.png\n", 172 | "1641020_Male_Sad_RGB.png\n", 173 | "1641020_Male_Surprise_RGB.png\n", 174 | "1641021_Male_Anger_RGB.png\n", 175 | "1641021_Male_Disgust_RGB.png\n", 176 | "1641021_Male_Fear_RGB.png\n", 177 | "1641021_Male_Happy_RGB.png\n", 178 | "1641021_Male_Neutral_RGB.png\n", 179 | "1641021_Male_Sad_RGB.png\n", 180 | "1641021_Male_Surprise_RGB.png\n", 181 | "1641023_Male_Anger_RGB.png\n", 182 | "1641023_Male_Disgust_RGB.png\n", 183 | "1641023_Male_Fear_RGB.png\n", 184 | "1641023_Male_Happy_RGB.png\n", 185 | "1641023_Male_Neutral_RGB.png\n", 186 | "1641023_Male_Sad_RGB.png\n", 187 | "1641023_Male_Surprise_RGB.png\n", 188 | "1641025_Male_Angry_RGB.png\n", 189 | "1641025_Male_Disgust_RGB.png\n", 190 | "1641025_Male_Fear_RGB.png\n", 191 | "1641025_Male_Happy_RGB.png\n", 192 | "1641025_Male_Neutral_RGB.png\n", 193 | "1641025_Male_Sad_RGB.png\n", 194 | "1641025_Male_Surprise_RGB.png\n", 195 | "1641026_Male_Anger_RGB.png\n", 196 | "1641026_Male_Disgust_RGB.png\n", 197 | "1641026_Male_Fear_RGB.png\n", 198 | "1641026_Male_Happy_RGB.png\n", 199 | "1641026_Male_Neutral_RGB.png\n", 200 | "1641026_Male_Sad_RGB.png\n", 201 | "1641026_Male_Surprise_RGB.png\n", 202 | "1641027_Female_Anger_RGB.png\n", 203 | "1641027_Female_Disgust_RGB.png\n", 204 | "1641027_Female_Fear_RGB.png\n", 205 | "1641027_Female_Happy_RGB.png\n", 206 | "1641027_Female_Neutral_RGB.png\n", 207 | "1641027_Female_Sad_RGB.png\n", 208 | "1641027_Female_Surprise_RGB.png\n", 209 | "1641028_Male_Anger_RGB.png\n", 210 | "1641028_Male_Disgust_RGB.png\n", 211 | "1641028_Male_Fear_RGB.png\n", 212 | "1641028_Male_Happy_RGB.png\n", 213 | "1641028_Male_Neutral_RGB.png\n", 214 | "1641028_Male_Sad_RGB.png\n", 215 | "1641028_Male_Surprise_RGB.png\n", 216 | "1641029_Male_Anger_RGB.png\n", 217 | "1641029_Male_Disgust_RGB.png\n", 218 | "1641029_Male_Fear_RGB.png\n", 219 | "1641029_Male_Happy_RGB.png\n", 220 | "1641029_Male_Neutral_RGB.png\n", 221 | "1641029_Male_Sad_RGB.png\n", 222 | "1641029_Male_Surprise_RGB.png\n", 223 | "1641030_Male_Anger_RGB.png\n", 224 | "1641030_Male_Disgust_RGB.png\n", 225 | "1641030_Male_Fear_RGB.png\n", 226 | "1641030_Male_Happy_RGB.png\n", 227 | "1641030_Male_Neutral_RGB.png\n", 228 | "1641030_Male_Sad_RGB.png\n", 229 | "1641030_Male_Surprise_RGB.png\n", 230 | "1641031_Female_Anger_RGB.png\n", 231 | "1641031_Female_Disgust_RGB.png\n", 232 | "1641031_Female_Fear_RGB.png\n", 233 | "1641031_Female_Happy_RGB.png\n", 234 | "1641031_Female_Neutral_RGB.png\n", 235 | "1641031_Female_Sad_RGB.png\n", 236 | "1641031_Female_Surprise_RGB.png\n", 237 | "1641034_Male_Disgust_RGB.png\n", 238 | "1641034_Male_Fear_RGB.png\n", 239 | "1641034_Male_Happy_RGB.png\n", 240 | "1641034_Male_Neutral_RGB.png\n", 241 | "1641034_Male_Sad_RGB.png\n", 242 | "1641034_Male_Surprise_RGB.png\n", 243 | "1641035_Male_Angry_RGB.png\n", 244 | "1641035_Male_Disgust_RGB.png\n", 245 | "1641035_Male_Fear_RGB.png\n", 246 | "1641035_Male_Happy_RGB.png\n", 247 | "1641035_Male_Neutral_RGB.png\n", 248 | "1641035_Male_Sad_RGB.png\n", 249 | "1641035_Male_Surprise_RGB.png\n", 250 | "1641036_Male_Anger_RGB.png\n", 251 | "1641036_Male_Disgust_RGB.png\n", 252 | "1641036_Male_Fear_RGB.png\n", 253 | "1641036_Male_Happy_RGB.png\n", 254 | "1641036_Male_Neutral_RGB.png\n", 255 | "1641036_Male_Sad_RGB.png\n", 256 | "1641036_Male_Surprise_RGB.png\n", 257 | "1641038_Female_Angry_RGB.png\n", 258 | "1641038_Female_Disgust_RGB.png\n", 259 | "1641038_Female_Fear_RGB.png\n", 260 | "1641038_Female_Happy_RGB.png\n", 261 | "1641038_Female_Neutral_RGB.png\n", 262 | "1641038_Female_Sad_RGB.png\n", 263 | "1641038_Female_Surprise_RGB.png\n", 264 | "1641039_Male_Anger_RGB.png\n", 265 | "1641039_Male_Disgust_RGB.png\n", 266 | "1641039_Male_Fear_RGB.png\n", 267 | "1641039_Male_Happy_RGB.png\n", 268 | "1641039_Male_Neutral_RGB.png\n", 269 | "1641039_Male_Sad_RGB.png\n", 270 | "1641039_Male_Surprise_RGB.png\n", 271 | "1641040_Male_Anger_RGB.png\n", 272 | "1641040_Male_Disgust_RGB.png\n", 273 | "1641040_Male_Fear_RGB.png\n", 274 | "1641040_Male_Happy_RGB.png\n", 275 | "1641040_Male_Neutral_RGB.png\n", 276 | "1641040_Male_Sad_RGB.png\n", 277 | "1641040_Male_Surprise_RGB.png\n", 278 | "1641043_Male_Anger_RGB.png\n", 279 | "1641043_Male_Disgust_RGB.png\n", 280 | "1641043_Male_Fear_RGB.png\n", 281 | "1641043_Male_Happy_RGB.png\n", 282 | "1641043_Male_Neutral_RGB.png\n", 283 | "1641043_Male_Sad_RGB.png\n", 284 | "1641043_Male_Surprise_RGB.png\n", 285 | "1641044_Male_Anger_RGB.png\n", 286 | "1641044_Male_Disgust_RGB.png\n", 287 | "1641044_Male_Fear_RGB.png\n", 288 | "1641044_Male_Happy_RGB.png\n", 289 | "1641044_Male_Neutral_RGB.png\n", 290 | "1641044_Male_Sad_RGB.png\n", 291 | "1641044_Male_Surprise_RGB.png\n", 292 | "1641045_Female_Anger_RGB.png\n", 293 | "1641045_Female_Disgust_RGB.png\n", 294 | "1641045_Female_Fear_RGB.png\n", 295 | "1641045_Female_Happy_RGB.png\n", 296 | "1641045_Female_Neutral_RGB.png\n", 297 | "1641045_Female_Sad_RGB.png\n", 298 | "1641045_Female_Surprise_RGB.png\n", 299 | "1641046_Male_Anger_RGB.png\n", 300 | "1641046_Male_Disgust_RGB.png\n", 301 | "1641046_Male_Fear_RGB.png\n", 302 | "1641046_Male_Happy_RGB.png\n", 303 | "1641046_Male_Neutral_RGB.png\n", 304 | "1641046_Male_Sad_RGB.png\n", 305 | "1641046_Male_Surprise_RGB.png\n", 306 | "1641047_Female_Anger_RGB.png\n", 307 | "1641047_Female_Disgust_RGB.png\n", 308 | "1641047_Female_Fear_RGB.png\n", 309 | "1641047_Female_Happy_RGB.png\n", 310 | "1641047_Female_Neutral_RGB.png\n", 311 | "1641047_Female_Sad_RGB.png\n", 312 | "1641047_Female_Surprise_RGB.png\n", 313 | "1641052_Female_Anger_RGB.png\n", 314 | "1641052_Female_Disgust_RGB.png\n", 315 | "1641052_Female_Fear_RGB.png\n", 316 | "1641052_Female_Happy_RGB.png\n", 317 | "1641052_Female_Neutral_RGB.png\n", 318 | "1641052_Female_Sad_RGB.png\n", 319 | "1641052_Female_Surprise_RGB.png\n", 320 | "1641054_Male_Anger_RGB.png\n", 321 | "1641054_Male_Disgust_RGB.png\n", 322 | "1641054_Male_Fear_RGB.png\n", 323 | "1641054_Male_Happy_RGB.png\n", 324 | "1641054_Male_Neutral_RGB.png\n", 325 | "1641054_Male_Sad_RGB.png\n", 326 | "1641054_Male_Surprise_RGB.png\n", 327 | "1641055_Male_Anger_RGB.png\n", 328 | "1641055_Male_Disgust_RGB.png\n", 329 | "1641055_Male_Fear_RGB.png\n", 330 | "1641055_Male_Happy_RGB.png\n", 331 | "1641055_Male_Neutral_RGB.png\n", 332 | "1641055_Male_Sad_RGB.png\n", 333 | "1641055_Male_Surprise_RGB.png\n", 334 | "1641057_Male_Anger_RGB.png\n", 335 | "1641057_Male_Disgust_RGB.png\n", 336 | "1641057_Male_Fear_RGB.png\n", 337 | "1641057_Male_Happy_RGB.png\n", 338 | "1641057_Male_Neutral_RGB.png\n", 339 | "1641057_Male_Sad_RGB.png\n", 340 | "1641057_Male_Surprise_RGB.png\n", 341 | "1641059_Male_Anger_RGB.png\n", 342 | "1641059_Male_Disgust_RGB.png\n", 343 | "1641059_Male_Fear_RGB.png\n", 344 | "1641059_Male_Happy_RGB.png\n", 345 | "1641059_Male_Neutral_RGB.png\n", 346 | "1641059_Male_Sad_RGB.png\n", 347 | "1641059_Male_Surprise_RGB.png\n", 348 | "1641060_Male_Anger_RGB.png\n", 349 | "1641060_Male_Disgust_RGB.png\n", 350 | "1641060_Male_Fear_RGB.png\n", 351 | "1641060_Male_Happy_RGB.png\n", 352 | "1641060_Male_Neutral_RGB.png\n", 353 | "1641060_Male_Sad_RGB.png\n", 354 | "1641060_Male_Surprise_RGB.png\n", 355 | "1641061_Male_Anger_RGB.png\n", 356 | "1641061_Male_Disgust_RGB.png\n", 357 | "1641061_Male_Fear_RGB.png\n", 358 | "1641061_Male_Happy_RGB.png\n", 359 | "1641061_Male_Neutral_RGB.png\n", 360 | "1641061_Male_Sad_RGB.png\n", 361 | "1641061_Male_Surprise_RGB.png\n", 362 | "1641062_Male_Anger_RGB.png\n", 363 | "1641062_Male_Disgust_RGB.png\n", 364 | "1641062_Male_Fear_RGB.png\n", 365 | "1641062_Male_Happy_RGB.png\n", 366 | "1641062_Male_Neutral_RGB.png\n", 367 | "1641062_Male_Sad_RGB.png\n", 368 | "1641062_Male_Surprise_RGB.png\n", 369 | "1641065_Male_Anger_RGB.png\n", 370 | "1641065_Male_Disgust_RGB.png\n", 371 | "1641065_Male_Fear_RGB.png\n", 372 | "1641065_Male_Happy_RGB.png\n", 373 | "1641065_Male_Neutral_RGB.png\n", 374 | "1641065_Male_Sad_RGB.png\n", 375 | "1641065_Male_Surprise_RGB.png\n", 376 | "1641066_Male_Anger_RGB.png\n", 377 | "1641066_Male_Disgust_RGB.png\n", 378 | "1641066_Male_Happy_RGB.png\n", 379 | "1641066_Male_Neutral_RGB.png\n", 380 | "1641066_Male_Sad_RGB.png\n", 381 | "1641066_Male_Surprise_RGB.png\n", 382 | "1641067_Male_Angry_RGB.png\n", 383 | "1641067_Male_Disgust_RGB.png\n", 384 | "1641067_Male_Fear_RGB.png\n", 385 | "1641067_Male_Happy_RGB.png\n", 386 | "1641067_Male_Neutral_RGB.png\n", 387 | "1641067_Male_Sad_RGB.png\n", 388 | "1641067_Male_Surprise_RGB.png\n", 389 | "1641068_Male_Angry_RGB.png\n", 390 | "1641068_Male_Disgust_RGB.png\n", 391 | "1641068_Male_Fear_RGB.png\n", 392 | "1641068_Male_Happy_RGB.png\n", 393 | "1641068_Male_Neutral_RGB.png\n", 394 | "1641068_Male_Sad_RGB.png\n", 395 | "1641068_Male_Surprise_RGB.png\n", 396 | "1641069_Female_Anger_RGB.png\n", 397 | "1641069_Female_Disgust_RGB.png\n", 398 | "1641069_Female_Fear_RGB.png\n", 399 | "1641069_Female_Happy_RGB.png\n", 400 | "1641069_Female_Neutral_RGB.png\n", 401 | "1641069_Female_Sad_RGB.png\n", 402 | "1641069_Female_Surprise_RGB.png\n", 403 | "1641071_Female_Anger_RGB.png\n", 404 | "1641071_Female_Disgust_RGB.png\n", 405 | "1641071_Female_Fear_RGB.png\n", 406 | "1641071_Female_Happy_RGB.png\n", 407 | "1641071_Female_Neutral_RGB.png\n", 408 | "1641071_Female_Sad_RGB.png\n", 409 | "1641071_Female_Surprise_RGB.png\n", 410 | "1641072_Female_Anger_RGB.png\n", 411 | "1641072_Female_Disgust_RGB.png\n", 412 | "1641072_Female_Happy_RGB.png\n", 413 | "1641072_Female_Neutral_RGB.png\n", 414 | "1641072_Female_Sad_RGB.png\n", 415 | "1641072_Female_Surprise_RGB.png\n", 416 | "1641073_Male_Anger_RGB.png\n", 417 | "1641073_Male_Disgust_RGB.png\n", 418 | "1641073_Male_Fear_RGB.png\n", 419 | "1641073_Male_Happy_RGB.png\n", 420 | "1641073_Male_Neutral_RGB.png\n", 421 | "1641073_Male_Sad_RGB.png\n", 422 | "1641073_Male_Surprise_RGB.png\n", 423 | "1844001_Male_Anger_RGB.png\n", 424 | "1844001_Male_Disgust_RGB.png\n", 425 | "1844001_Male_Fear_RGB.png\n", 426 | "1844001_Male_Happy_RGB.png\n", 427 | "1844001_Male_Neutral_RGB.png\n", 428 | "1844001_Male_Sad_RGB.png\n", 429 | "1844001_Male_Surprise_RGB.png\n", 430 | "1844002_Male_Angry_RGB.png\n", 431 | "1844002_Male_Disgust_RGB.png\n", 432 | "1844002_Male_Fear_RGB.png\n", 433 | "1844002_Male_Happy_RGB.png\n", 434 | "1844002_Male_Neutral_RGB.png\n", 435 | "1844002_Male_Sad_RGB.png\n", 436 | "1844002_Male_Surprise_RGB.png\n", 437 | "1844004_Female_Anger_RGB.png\n", 438 | "1844004_Female_Disgust_RGB.png\n", 439 | "1844004_Female_Fear_RGB.png\n", 440 | "1844004_Female_Happy_RGB.png\n", 441 | "1844004_Female_Neutral_RGB.png\n", 442 | "1844004_Female_Sad_RGB.png\n", 443 | "1844004_Female_Surprise_RGB.png\n", 444 | "1844005_Female_Anger_RGB.png\n", 445 | "1844005_Female_Disgust_RGB.png\n", 446 | "1844005_Female_Fear_RGB.png\n", 447 | "1844005_Female_Happy_RGB.png\n", 448 | "1844005_Female_Neutral_RGB.png\n", 449 | "1844005_Female_Sad_RGB.png\n", 450 | "1844005_Female_Surprise_RGB.png\n", 451 | "1844006_Male_Anger_RGB.png\n", 452 | "1844006_Male_Disgust_RGB.png\n", 453 | "1844006_Male_Fear_RGB.png\n", 454 | "1844006_Male_Happy_RGB.png\n", 455 | "1844006_Male_Neutral_RGB.png\n", 456 | "1844006_Male_Sad_RGB.png\n", 457 | "1844006_Male_Surprise_RGB.png\n", 458 | "1844007_Male_Anger_RGB.png\n", 459 | "1844007_Male_Disgust_RGB.png\n", 460 | "1844007_Male_Fear_RGB.png\n", 461 | "1844007_Male_Happy_RGB.png\n", 462 | "1844007_Male_Neutral_RGB.png\n", 463 | "1844007_Male_Sad_RGB.png\n", 464 | "1844007_Male_Surprise_RGB.png\n", 465 | "1844008_Female_Anger_RGB.png\n", 466 | "1844008_Female_Disgust_RGB.png\n", 467 | "1844008_Female_Fear_RGB.png\n", 468 | "1844008_Female_Happy_RGB.png\n", 469 | "1844008_Female_Neutral_RGB.png\n", 470 | "1844008_Female_Sad_RGB.png\n", 471 | "1844008_Female_Surprise_RGB.png\n", 472 | "1844010_Female_Angry_RGB.png\n", 473 | "1844010_Female_Disgust_RGB.png\n", 474 | "1844010_Female_Fear_RGB.png\n", 475 | "1844010_Female_Happy_RGB.png\n", 476 | "1844010_Female_Neutral_RGB.png\n", 477 | "1844010_Female_Sad_RGB.png\n", 478 | "1844010_Female_Surprise_RGB.png\n", 479 | "1849007_Female_Anger_RGB.png\n", 480 | "1849007_Female_Disgust_RGB.png\n", 481 | "1849007_Female_Fear_RGB.png\n", 482 | "1849007_Female_Happy_RGB.png\n", 483 | "1849007_Female_Neutral_RGB.png\n", 484 | "1849007_Female_Sad_RGB.png\n", 485 | "1849007_Female_Surprised_RGB.png\n", 486 | "1849011_Female_Anger_RGB.png\n", 487 | "1849011_Female_Disgust_RGB.png\n", 488 | "1849011_Female_Fear_RGB.png\n", 489 | "1849011_Female_Happy_RGB.png\n", 490 | "1849011_Female_Neutral_RGB.png\n", 491 | "1849011_Female_Sad_RGB.png\n", 492 | "1849011_Female_Surprise_RGB.png\n", 493 | "1849012_Male_Anger_RGB.png\n", 494 | "1849012_Male_Disgust_RGB.png\n", 495 | "1849012_Male_Fear_RGB.png\n", 496 | "1849012_Male_Happy_RGB.png\n", 497 | "1849012_Male_Neutral_RGB.png\n", 498 | "1849012_Male_Sad_RGB.png\n", 499 | "1849012_Male_Surprise_RGB.png\n", 500 | "1849013_Male_Anger_RGB.png\n", 501 | "1849013_Male_Disgust_RGB.png\n", 502 | "1849013_Male_Fear_RGB.png\n", 503 | "1849013_Male_Happy_RGB.png\n", 504 | "1849013_Male_Neutral_RGB.png\n", 505 | "1849013_Male_Sad_RGB.png\n", 506 | "1849013_Male_Surprise_RGB.png\n", 507 | "201501103_Male_Anger_RGB.png\n", 508 | "201501103_Male_Disgust_RGB.png\n", 509 | "201501103_Male_Fear_RGB.png\n", 510 | "201501103_Male_Happy_RGB.png\n", 511 | "201501103_Male_Neutral_RGB.png\n", 512 | "201501103_Male_Sad_RGB.png\n", 513 | "201501103_Male_Surprise_RGB.png\n" 514 | ] 515 | } 516 | ], 517 | "source": [ 518 | "B=[]\n", 519 | "for f in os.listdir(path_r):\n", 520 | " if\"RGB\" in f:\n", 521 | " print(f)\n", 522 | " B.append(f)\n", 523 | " \n" 524 | ] 525 | }, 526 | { 527 | "cell_type": "code", 528 | "execution_count": 34, 529 | "metadata": { 530 | "collapsed": false 531 | }, 532 | "outputs": [ 533 | { 534 | "data": { 535 | "text/plain": [ 536 | "429" 537 | ] 538 | }, 539 | "execution_count": 34, 540 | "metadata": {}, 541 | "output_type": "execute_result" 542 | } 543 | ], 544 | "source": [ 545 | "len(B)" 546 | ] 547 | }, 548 | { 549 | "cell_type": "code", 550 | "execution_count": 39, 551 | "metadata": { 552 | "collapsed": false 553 | }, 554 | "outputs": [], 555 | "source": [ 556 | "X=[]\n", 557 | "hogFaceDetector = dlib.get_frontal_face_detector()\n", 558 | "width =48\n", 559 | "height =48\n", 560 | "cnt=0\n", 561 | "for img in path:\n", 562 | " im = cv2.imread(img)\n", 563 | " faceRects = hogFaceDetector(im, 0)\n", 564 | " for faceRect in faceRects:\n", 565 | " x = faceRect.left()\n", 566 | " y = faceRect.top()\n", 567 | " x2 = faceRect.right()\n", 568 | " y2 = faceRect.bottom()\n", 569 | " c_img = im[y:y2,x:x2]\n", 570 | " gray = cv2.cvtColor(c_img,cv2.COLOR_BGR2GRAY)\n", 571 | " gray = cv2.resize(gray,(height,width))\n", 572 | " X.append(gray)\n", 573 | " filename=B[cnt]\n", 574 | " cv2.imwrite(os.path.join(face_write_path ,filename),gray)\n", 575 | " cnt=cnt+1\n", 576 | " " 577 | ] 578 | }, 579 | { 580 | "cell_type": "code", 581 | "execution_count": 36, 582 | "metadata": { 583 | "collapsed": false 584 | }, 585 | "outputs": [ 586 | { 587 | "name": "stdout", 588 | "output_type": "stream", 589 | "text": [ 590 | "429\n" 591 | ] 592 | } 593 | ], 594 | "source": [ 595 | "print(cnt)" 596 | ] 597 | }, 598 | { 599 | "cell_type": "code", 600 | "execution_count": 42, 601 | "metadata": { 602 | "collapsed": false 603 | }, 604 | "outputs": [ 605 | { 606 | "data": { 607 | "text/plain": [ 608 | "" 609 | ] 610 | }, 611 | "execution_count": 42, 612 | "metadata": {}, 613 | "output_type": "execute_result" 614 | }, 615 | { 616 | "data": { 617 | "image/png": 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618 | "text/plain": [ 619 | "" 620 | ] 621 | }, 622 | "metadata": {}, 623 | "output_type": "display_data" 624 | } 625 | ], 626 | "source": [ 627 | "plt.imshow(X[0],cmap = \"gray\")\n", 628 | "#len(X)" 629 | ] 630 | } 631 | ], 632 | "metadata": { 633 | "kernelspec": { 634 | "display_name": "Python 3", 635 | "language": "python", 636 | "name": "python3" 637 | }, 638 | "language_info": { 639 | "codemirror_mode": { 640 | "name": "ipython", 641 | "version": 3 642 | }, 643 | "file_extension": ".py", 644 | "mimetype": "text/x-python", 645 | "name": "python", 646 | "nbconvert_exporter": "python", 647 | "pygments_lexer": "ipython3", 648 | "version": "3.6.0" 649 | } 650 | }, 651 | "nbformat": 4, 652 | "nbformat_minor": 2 653 | } 654 | -------------------------------------------------------------------------------- /Code/Data_Augmentation.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 3, 6 | "metadata": { 7 | "collapsed": false 8 | }, 9 | "outputs": [ 10 | { 11 | "name": "stdout", 12 | "output_type": "stream", 13 | "text": [ 14 | "1641002_Male_Anger_RGB.png\n", 15 | "1641002_Male_Anger_RGB_fliplr.png\n", 16 | "1641002_Male_Anger_RGB_fliplr_rotl.png\n", 17 | "1641002_Male_Anger_RGB_fliplr_rotr.png\n", 18 | "1641002_Male_Anger_RGB_rotl.png\n", 19 | "1641002_Male_Anger_RGB_rotr.png\n", 20 | "1641002_Male_Disgust_RGB.png\n", 21 | "1641002_Male_Disgust_RGB_fliplr.png\n", 22 | "1641002_Male_Disgust_RGB_fliplr_rotl.png\n", 23 | "1641002_Male_Disgust_RGB_fliplr_rotr.png\n", 24 | "1641002_Male_Disgust_RGB_rotl.png\n", 25 | "1641002_Male_Disgust_RGB_rotr.png\n", 26 | "1641002_Male_Fear_RGB.png\n", 27 | "1641002_Male_Fear_RGB_fliplr.png\n", 28 | "1641002_Male_Fear_RGB_fliplr_rotl.png\n", 29 | "1641002_Male_Fear_RGB_fliplr_rotr.png\n", 30 | "1641002_Male_Fear_RGB_rotl.png\n", 31 | "1641002_Male_Fear_RGB_rotr.png\n", 32 | "1641002_Male_Happy_RGB.png\n", 33 | "1641002_Male_Happy_RGB_fliplr.png\n", 34 | "1641002_Male_Happy_RGB_fliplr_rotl.png\n", 35 | "1641002_Male_Happy_RGB_fliplr_rotr.png\n", 36 | "1641002_Male_Happy_RGB_rotl.png\n", 37 | "1641002_Male_Happy_RGB_rotr.png\n", 38 | "1641002_Male_Neutral_RGB.png\n", 39 | "1641002_Male_Neutral_RGB_fliplr.png\n", 40 | "1641002_Male_Neutral_RGB_fliplr_rotl.png\n", 41 | "1641002_Male_Neutral_RGB_fliplr_rotr.png\n", 42 | "1641002_Male_Neutral_RGB_rotl.png\n", 43 | "1641002_Male_Neutral_RGB_rotr.png\n", 44 | "1641002_Male_Sad_RGB.png\n", 45 | "1641002_Male_Sad_RGB_fliplr.png\n", 46 | "1641002_Male_Sad_RGB_fliplr_rotl.png\n", 47 | "1641002_Male_Sad_RGB_fliplr_rotr.png\n", 48 | "1641002_Male_Sad_RGB_rotl.png\n", 49 | "1641002_Male_Sad_RGB_rotr.png\n", 50 | "1641002_Male_Surprise_RGB.png\n", 51 | "1641002_Male_Surprise_RGB_fliplr.png\n", 52 | "1641002_Male_Surprise_RGB_fliplr_rotl.png\n", 53 | "1641002_Male_Surprise_RGB_fliplr_rotr.png\n", 54 | "1641002_Male_Surprise_RGB_rotl.png\n", 55 | "1641002_Male_Surprise_RGB_rotr.png\n", 56 | "1641003_Male_Disgust_RGB.png\n", 57 | "1641003_Male_Disgust_RGB_fliplr.png\n", 58 | "1641003_Male_Disgust_RGB_fliplr_rotl.png\n", 59 | "1641003_Male_Disgust_RGB_fliplr_rotr.png\n", 60 | "1641003_Male_Disgust_RGB_rotl.png\n", 61 | "1641003_Male_Disgust_RGB_rotr.png\n", 62 | "1641003_Male_Happy_RGB.png\n", 63 | "1641003_Male_Happy_RGB_fliplr.png\n", 64 | "1641003_Male_Happy_RGB_fliplr_rotl.png\n", 65 | "1641003_Male_Happy_RGB_fliplr_rotr.png\n", 66 | "1641003_Male_Happy_RGB_rotl.png\n", 67 | "1641003_Male_Happy_RGB_rotr.png\n", 68 | "1641003_Male_Neutral_RGB.png\n", 69 | "1641003_Male_Neutral_RGB_fliplr.png\n", 70 | "1641003_Male_Neutral_RGB_fliplr_rotl.png\n", 71 | "1641003_Male_Neutral_RGB_fliplr_rotr.png\n", 72 | "1641003_Male_Neutral_RGB_rotl.png\n", 73 | "1641003_Male_Neutral_RGB_rotr.png\n", 74 | "1641003_Male_Sad_RGB.png\n", 75 | "1641003_Male_Sad_RGB_fliplr.png\n", 76 | "1641003_Male_Sad_RGB_fliplr_rotl.png\n", 77 | 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"1641069_Female_Surprise_RGB_fliplr_rotr.png\n", 1920 | "1641069_Female_Surprise_RGB_rotl.png\n", 1921 | "1641069_Female_Surprise_RGB_rotr.png\n", 1922 | "1641071_Female_Anger_RGB.png\n", 1923 | "1641071_Female_Anger_RGB_fliplr.png\n", 1924 | "1641071_Female_Anger_RGB_fliplr_rotl.png\n", 1925 | "1641071_Female_Anger_RGB_fliplr_rotr.png\n", 1926 | "1641071_Female_Anger_RGB_rotl.png\n", 1927 | "1641071_Female_Anger_RGB_rotr.png\n", 1928 | "1641071_Female_Disgust_RGB.png\n", 1929 | "1641071_Female_Disgust_RGB_fliplr.png\n", 1930 | "1641071_Female_Disgust_RGB_fliplr_rotl.png\n", 1931 | "1641071_Female_Disgust_RGB_fliplr_rotr.png\n", 1932 | "1641071_Female_Disgust_RGB_rotl.png\n", 1933 | "1641071_Female_Disgust_RGB_rotr.png\n", 1934 | "1641071_Female_Fear_RGB.png\n", 1935 | "1641071_Female_Fear_RGB_fliplr.png\n", 1936 | "1641071_Female_Fear_RGB_fliplr_rotl.png\n", 1937 | "1641071_Female_Fear_RGB_fliplr_rotr.png\n", 1938 | "1641071_Female_Fear_RGB_rotl.png\n", 1939 | "1641071_Female_Fear_RGB_rotr.png\n", 1940 | "1641071_Female_Happy_RGB.png\n", 1941 | "1641071_Female_Happy_RGB_fliplr.png\n", 1942 | "1641071_Female_Happy_RGB_fliplr_rotl.png\n", 1943 | "1641071_Female_Happy_RGB_fliplr_rotr.png\n", 1944 | "1641071_Female_Happy_RGB_rotl.png\n", 1945 | "1641071_Female_Happy_RGB_rotr.png\n", 1946 | "1641071_Female_Neutral_RGB.png\n", 1947 | "1641071_Female_Neutral_RGB_fliplr.png\n", 1948 | "1641071_Female_Neutral_RGB_fliplr_rotl.png\n", 1949 | "1641071_Female_Neutral_RGB_fliplr_rotr.png\n", 1950 | "1641071_Female_Neutral_RGB_rotl.png\n", 1951 | "1641071_Female_Neutral_RGB_rotr.png\n", 1952 | "1641071_Female_Sad_RGB.png\n", 1953 | "1641071_Female_Sad_RGB_fliplr.png\n", 1954 | "1641071_Female_Sad_RGB_fliplr_rotl.png\n", 1955 | "1641071_Female_Sad_RGB_fliplr_rotr.png\n", 1956 | "1641071_Female_Sad_RGB_rotl.png\n", 1957 | "1641071_Female_Sad_RGB_rotr.png\n", 1958 | "1641071_Female_Surprise_RGB.png\n", 1959 | "1641071_Female_Surprise_RGB_fliplr.png\n", 1960 | "1641071_Female_Surprise_RGB_fliplr_rotl.png\n", 1961 | "1641071_Female_Surprise_RGB_fliplr_rotr.png\n", 1962 | "1641071_Female_Surprise_RGB_rotl.png\n", 1963 | "1641071_Female_Surprise_RGB_rotr.png\n", 1964 | "1641072_Female_Anger_RGB.png\n", 1965 | "1641072_Female_Anger_RGB_fliplr.png\n", 1966 | "1641072_Female_Anger_RGB_fliplr_rotl.png\n", 1967 | "1641072_Female_Anger_RGB_fliplr_rotr.png\n", 1968 | "1641072_Female_Anger_RGB_rotl.png\n", 1969 | "1641072_Female_Anger_RGB_rotr.png\n", 1970 | "1641072_Female_Disgust_RGB.png\n", 1971 | "1641072_Female_Disgust_RGB_fliplr.png\n", 1972 | "1641072_Female_Disgust_RGB_fliplr_rotl.png\n", 1973 | "1641072_Female_Disgust_RGB_fliplr_rotr.png\n", 1974 | "1641072_Female_Disgust_RGB_rotl.png\n", 1975 | "1641072_Female_Disgust_RGB_rotr.png\n", 1976 | "1641072_Female_Happy_RGB.png\n", 1977 | "1641072_Female_Happy_RGB_fliplr.png\n", 1978 | "1641072_Female_Happy_RGB_fliplr_rotl.png\n", 1979 | "1641072_Female_Happy_RGB_fliplr_rotr.png\n", 1980 | "1641072_Female_Happy_RGB_rotl.png\n", 1981 | "1641072_Female_Happy_RGB_rotr.png\n", 1982 | "1641072_Female_Neutral_RGB.png\n", 1983 | "1641072_Female_Neutral_RGB_fliplr.png\n", 1984 | "1641072_Female_Neutral_RGB_fliplr_rotl.png\n", 1985 | "1641072_Female_Neutral_RGB_fliplr_rotr.png\n", 1986 | "1641072_Female_Neutral_RGB_rotl.png\n", 1987 | "1641072_Female_Neutral_RGB_rotr.png\n", 1988 | "1641072_Female_Sad_RGB.png\n", 1989 | "1641072_Female_Sad_RGB_fliplr.png\n", 1990 | "1641072_Female_Sad_RGB_fliplr_rotl.png\n", 1991 | "1641072_Female_Sad_RGB_fliplr_rotr.png\n", 1992 | "1641072_Female_Sad_RGB_rotl.png\n", 1993 | "1641072_Female_Sad_RGB_rotr.png\n", 1994 | "1641072_Female_Surprise_RGB.png\n", 1995 | "1641072_Female_Surprise_RGB_fliplr.png\n", 1996 | "1641072_Female_Surprise_RGB_fliplr_rotl.png\n", 1997 | "1641072_Female_Surprise_RGB_fliplr_rotr.png\n", 1998 | "1641072_Female_Surprise_RGB_rotl.png\n", 1999 | "1641072_Female_Surprise_RGB_rotr.png\n", 2000 | 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"1849012_Male_Fear_RGB_fliplr.png\n", 2476 | "1849012_Male_Fear_RGB_fliplr_rotl.png\n", 2477 | "1849012_Male_Fear_RGB_fliplr_rotr.png\n", 2478 | "1849012_Male_Fear_RGB_rotl.png\n", 2479 | "1849012_Male_Fear_RGB_rotr.png\n", 2480 | "1849012_Male_Happy_RGB.png\n", 2481 | "1849012_Male_Happy_RGB_fliplr.png\n", 2482 | "1849012_Male_Happy_RGB_fliplr_rotl.png\n", 2483 | "1849012_Male_Happy_RGB_fliplr_rotr.png\n", 2484 | "1849012_Male_Happy_RGB_rotl.png\n", 2485 | "1849012_Male_Happy_RGB_rotr.png\n", 2486 | "1849012_Male_Neutral_RGB.png\n", 2487 | "1849012_Male_Neutral_RGB_fliplr.png\n", 2488 | "1849012_Male_Neutral_RGB_fliplr_rotl.png\n", 2489 | "1849012_Male_Neutral_RGB_fliplr_rotr.png\n", 2490 | "1849012_Male_Neutral_RGB_rotl.png\n", 2491 | "1849012_Male_Neutral_RGB_rotr.png\n", 2492 | "1849012_Male_Sad_RGB.png\n", 2493 | "1849012_Male_Sad_RGB_fliplr.png\n", 2494 | "1849012_Male_Sad_RGB_fliplr_rotl.png\n", 2495 | "1849012_Male_Sad_RGB_fliplr_rotr.png\n", 2496 | "1849012_Male_Sad_RGB_rotl.png\n", 2497 | "1849012_Male_Sad_RGB_rotr.png\n", 2498 | "1849012_Male_Surprise_RGB.png\n", 2499 | "1849012_Male_Surprise_RGB_fliplr.png\n", 2500 | "1849012_Male_Surprise_RGB_fliplr_rotl.png\n", 2501 | "1849012_Male_Surprise_RGB_fliplr_rotr.png\n", 2502 | "1849012_Male_Surprise_RGB_rotl.png\n", 2503 | "1849012_Male_Surprise_RGB_rotr.png\n", 2504 | "1849013_Male_Anger_RGB.png\n", 2505 | "1849013_Male_Anger_RGB_fliplr.png\n", 2506 | "1849013_Male_Anger_RGB_fliplr_rotl.png\n", 2507 | "1849013_Male_Anger_RGB_fliplr_rotr.png\n", 2508 | "1849013_Male_Anger_RGB_rotl.png\n", 2509 | "1849013_Male_Anger_RGB_rotr.png\n", 2510 | "1849013_Male_Disgust_RGB.png\n", 2511 | "1849013_Male_Disgust_RGB_fliplr.png\n", 2512 | "1849013_Male_Disgust_RGB_fliplr_rotl.png\n", 2513 | "1849013_Male_Disgust_RGB_fliplr_rotr.png\n", 2514 | "1849013_Male_Disgust_RGB_rotl.png\n", 2515 | "1849013_Male_Disgust_RGB_rotr.png\n", 2516 | "1849013_Male_Fear_RGB.png\n", 2517 | "1849013_Male_Fear_RGB_fliplr.png\n", 2518 | "1849013_Male_Fear_RGB_fliplr_rotl.png\n", 2519 | "1849013_Male_Fear_RGB_fliplr_rotr.png\n", 2520 | "1849013_Male_Fear_RGB_rotl.png\n", 2521 | "1849013_Male_Fear_RGB_rotr.png\n", 2522 | "1849013_Male_Happy_RGB.png\n", 2523 | "1849013_Male_Happy_RGB_fliplr.png\n", 2524 | "1849013_Male_Happy_RGB_fliplr_rotl.png\n", 2525 | "1849013_Male_Happy_RGB_fliplr_rotr.png\n", 2526 | "1849013_Male_Happy_RGB_rotl.png\n", 2527 | "1849013_Male_Happy_RGB_rotr.png\n", 2528 | "1849013_Male_Neutral_RGB.png\n", 2529 | "1849013_Male_Neutral_RGB_fliplr.png\n", 2530 | "1849013_Male_Neutral_RGB_fliplr_rotl.png\n", 2531 | "1849013_Male_Neutral_RGB_fliplr_rotr.png\n", 2532 | "1849013_Male_Neutral_RGB_rotl.png\n", 2533 | "1849013_Male_Neutral_RGB_rotr.png\n", 2534 | "1849013_Male_Sad_RGB.png\n", 2535 | "1849013_Male_Sad_RGB_fliplr.png\n", 2536 | "1849013_Male_Sad_RGB_fliplr_rotl.png\n", 2537 | "1849013_Male_Sad_RGB_fliplr_rotr.png\n", 2538 | "1849013_Male_Sad_RGB_rotl.png\n", 2539 | "1849013_Male_Sad_RGB_rotr.png\n", 2540 | "1849013_Male_Surprise_RGB.png\n", 2541 | "1849013_Male_Surprise_RGB_fliplr.png\n", 2542 | "1849013_Male_Surprise_RGB_fliplr_rotl.png\n", 2543 | "1849013_Male_Surprise_RGB_fliplr_rotr.png\n", 2544 | "1849013_Male_Surprise_RGB_rotl.png\n", 2545 | "1849013_Male_Surprise_RGB_rotr.png\n", 2546 | "201501103_Male_Anger_RGB.png\n", 2547 | "201501103_Male_Anger_RGB_fliplr.png\n", 2548 | "201501103_Male_Anger_RGB_fliplr_rotl.png\n", 2549 | "201501103_Male_Anger_RGB_fliplr_rotr.png\n", 2550 | "201501103_Male_Anger_RGB_rotl.png\n", 2551 | "201501103_Male_Anger_RGB_rotr.png\n", 2552 | "201501103_Male_Disgust_RGB.png\n", 2553 | "201501103_Male_Disgust_RGB_fliplr.png\n", 2554 | "201501103_Male_Disgust_RGB_fliplr_rotl.png\n", 2555 | "201501103_Male_Disgust_RGB_fliplr_rotr.png\n", 2556 | "201501103_Male_Disgust_RGB_rotl.png\n", 2557 | "201501103_Male_Disgust_RGB_rotr.png\n", 2558 | "201501103_Male_Fear_RGB.png\n", 2559 | "201501103_Male_Fear_RGB_fliplr.png\n", 2560 | "201501103_Male_Fear_RGB_fliplr_rotl.png\n", 2561 | "201501103_Male_Fear_RGB_fliplr_rotr.png\n", 2562 | "201501103_Male_Fear_RGB_rotl.png\n", 2563 | "201501103_Male_Fear_RGB_rotr.png\n", 2564 | "201501103_Male_Happy_RGB.png\n", 2565 | "201501103_Male_Happy_RGB_fliplr.png\n", 2566 | "201501103_Male_Happy_RGB_fliplr_rotl.png\n", 2567 | "201501103_Male_Happy_RGB_fliplr_rotr.png\n", 2568 | "201501103_Male_Happy_RGB_rotl.png\n", 2569 | "201501103_Male_Happy_RGB_rotr.png\n", 2570 | "201501103_Male_Neutral_RGB.png\n", 2571 | "201501103_Male_Neutral_RGB_fliplr.png\n", 2572 | "201501103_Male_Neutral_RGB_fliplr_rotl.png\n", 2573 | "201501103_Male_Neutral_RGB_fliplr_rotr.png\n", 2574 | "201501103_Male_Neutral_RGB_rotl.png\n", 2575 | "201501103_Male_Neutral_RGB_rotr.png\n", 2576 | "201501103_Male_Sad_RGB.png\n", 2577 | "201501103_Male_Sad_RGB_fliplr.png\n", 2578 | "201501103_Male_Sad_RGB_fliplr_rotl.png\n", 2579 | "201501103_Male_Sad_RGB_fliplr_rotr.png\n", 2580 | "201501103_Male_Sad_RGB_rotl.png\n", 2581 | "201501103_Male_Sad_RGB_rotr.png\n", 2582 | "201501103_Male_Surprise_RGB.png\n", 2583 | "201501103_Male_Surprise_RGB_fliplr.png\n", 2584 | "201501103_Male_Surprise_RGB_fliplr_rotl.png\n", 2585 | "201501103_Male_Surprise_RGB_fliplr_rotr.png\n", 2586 | "201501103_Male_Surprise_RGB_rotl.png\n", 2587 | "201501103_Male_Surprise_RGB_rotr.png\n", 2588 | "2574\n" 2589 | ] 2590 | } 2591 | ], 2592 | "source": [ 2593 | "import os\n", 2594 | "import numpy as np\n", 2595 | "import matplotlib.pyplot as plt\n", 2596 | "import tensorflow as tf\n", 2597 | "\n", 2598 | "face_data_path = \"F:/Program Files/Detected/\"\n", 2599 | "tf.enable_eager_execution()\n", 2600 | "\n", 2601 | "cnt = 0\n", 2602 | "for f in os.listdir(face_data_path):\n", 2603 | " img_raw = tf.read_file(face_data_path+f)\n", 2604 | " try:\n", 2605 | " img_tensor = tf.image.decode_png(img_raw)\n", 2606 | " except:\n", 2607 | " continue\n", 2608 | " print(f)\n", 2609 | " ##fliplr = tf.image.flip_left_right(img_tensor)\n", 2610 | "## flipud = tf.image.flip_up_down(img_tensor)\n", 2611 | " ##rotl = tf.contrib.image.rotate(img_tensor, angles=3.1415/10)\n", 2612 | " ##rotr = tf.contrib.image.rotate(img_tensor, angles=-3.1415/10)\n", 2613 | " ##fliplr_raw = tf.image.encode_png(fliplr)\n", 2614 | "## flipud_raw = tf.image.encode_png(flipud)\n", 2615 | " noise = tf.random_normal(shape=tf.shape(img_tensor), mean=0.0, stddev=1.0)\n", 2616 | " noise_img = tf.add(img_tensor, tf.cast(noise,dtype=tf.uint8))\n", 2617 | " ##rotl_raw = tf.image.encode_png(rotl)\n", 2618 | " ##rotr_raw = tf.image.encode_png(rotr)\n", 2619 | " noise_raw = tf.image.encode_png(noise_img)\n", 2620 | " \n", 2621 | " ##tf.write_file(face_data_path+f.split(\".\")[0]+\"_fliplr.png\", fliplr_raw)\n", 2622 | "## tf.write_file(face_data_path+f.split(\".\")[0]+\"_flipud.png\", flipud_raw)\n", 2623 | " ##tf.write_file(face_data_path+f.split(\".\")[0]+\"_rotl.png\", rotl_raw)\n", 2624 | " ##tf.write_file(face_data_path+f.split(\".\")[0]+\"_rotr.png\", rotr_raw)\n", 2625 | " tf.write_file(face_data_path+f.split(\".\")[0]+\"_noise.png\", noise_raw)\n", 2626 | "\n", 2627 | " cnt += 1\n", 2628 | "print(cnt)\n", 2629 | "\n", 2630 | "\n" 2631 | ] 2632 | }, 2633 | { 2634 | "cell_type": "code", 2635 | "execution_count": 2, 2636 | "metadata": { 2637 | "collapsed": false 2638 | }, 2639 | "outputs": [ 2640 | { 2641 | "name": "stdout", 2642 | "output_type": "stream", 2643 | "text": [ 2644 | "0\n" 2645 | ] 2646 | } 2647 | ], 2648 | "source": [] 2649 | } 2650 | ], 2651 | "metadata": { 2652 | "kernelspec": { 2653 | "display_name": "Python 3", 2654 | "language": "python", 2655 | "name": "python3" 2656 | }, 2657 | "language_info": { 2658 | "codemirror_mode": { 2659 | "name": "ipython", 2660 | "version": 3 2661 | }, 2662 | "file_extension": ".py", 2663 | "mimetype": "text/x-python", 2664 | "name": "python", 2665 | "nbconvert_exporter": "python", 2666 | "pygments_lexer": "ipython3", 2667 | "version": "3.6.0" 2668 | } 2669 | }, 2670 | "nbformat": 4, 2671 | "nbformat_minor": 2 2672 | } 2673 | --------------------------------------------------------------------------------