├── .gitignore ├── LICENSE ├── README.md ├── SmileRecognition_p.pdf ├── loss.txt ├── mistakes.py ├── mistakes_test ├── wh │ ├── 1000.jpg │ ├── 1002.jpg │ ├── 1004.jpg │ ├── 1005.jpg │ ├── 1029.jpg │ ├── 1032.jpg │ ├── 1058.jpg │ ├── 1088.jpg │ ├── 1143.jpg │ ├── 1155.jpg │ ├── 1162.jpg │ ├── 1163.jpg │ ├── 1201.jpg │ ├── 1240.jpg │ ├── 1251.jpg │ ├── 1252.jpg │ ├── 1256.jpg │ ├── 1287.jpg │ ├── 1298.jpg │ ├── 1312.jpg │ ├── 1352.jpg │ ├── 1357.jpg │ ├── 1363.jpg │ ├── 1365.jpg │ ├── 1374.jpg │ ├── 14.jpg │ ├── 1415.jpg │ ├── 1417.jpg │ ├── 1418.jpg │ ├── 1487.jpg │ ├── 1501.jpg │ ├── 155.jpg │ ├── 163.jpg │ ├── 197.jpg │ ├── 198.jpg │ ├── 226.jpg │ ├── 252.jpg │ ├── 26.jpg │ ├── 276.jpg │ ├── 292.jpg │ ├── 294.jpg │ ├── 308.jpg │ ├── 341.jpg │ ├── 344.jpg │ ├── 358.jpg │ ├── 421.jpg │ ├── 427.jpg │ ├── 442.jpg │ ├── 451.jpg │ ├── 455.jpg │ ├── 464.jpg │ ├── 50.jpg │ ├── 506.jpg │ ├── 52.jpg │ ├── 525.jpg │ ├── 563.jpg │ ├── 567.jpg │ ├── 576.jpg │ ├── 579.jpg │ ├── 598.jpg │ ├── 617.jpg │ ├── 639.jpg │ ├── 65.jpg │ ├── 655.jpg │ ├── 691.jpg │ ├── 695.jpg │ ├── 697.jpg │ ├── 758.jpg │ ├── 803.jpg │ ├── 808.jpg │ ├── 811.jpg │ ├── 829.jpg │ ├── 853.jpg │ ├── 868.jpg │ ├── 885.jpg │ ├── 892.jpg │ ├── 921.jpg │ ├── 943.jpg │ ├── 982.jpg │ └── 999.jpg └── wn │ ├── 0.jpg │ ├── 103.jpg │ ├── 1077.jpg │ ├── 1130.jpg │ ├── 1139.jpg │ ├── 1157.jpg │ ├── 1176.jpg │ ├── 1195.jpg │ ├── 1208.jpg │ ├── 1210.jpg │ ├── 1224.jpg │ ├── 1225.jpg │ ├── 124.jpg │ ├── 1245.jpg │ ├── 1246.jpg │ ├── 1250.jpg │ ├── 1261.jpg │ ├── 1262.jpg │ ├── 1276.jpg │ ├── 1284.jpg │ ├── 1290.jpg │ ├── 1323.jpg │ ├── 1327.jpg │ ├── 1338.jpg │ ├── 1341.jpg │ ├── 1342.jpg │ ├── 1368.jpg │ ├── 138.jpg │ ├── 1390.jpg │ ├── 1408.jpg │ ├── 1420.jpg │ ├── 1432.jpg │ ├── 1441.jpg │ ├── 1444.jpg │ ├── 1449.jpg │ ├── 1456.jpg │ ├── 147.jpg │ ├── 1493.jpg │ ├── 1499.jpg │ ├── 1500.jpg │ ├── 167.jpg │ ├── 172.jpg │ ├── 184.jpg │ ├── 186.jpg │ ├── 188.jpg │ ├── 192.jpg │ ├── 194.jpg │ ├── 210.jpg │ ├── 24.jpg │ ├── 256.jpg │ ├── 272.jpg │ ├── 278.jpg │ ├── 283.jpg │ ├── 302.jpg │ ├── 309.jpg │ ├── 314.jpg │ ├── 325.jpg │ ├── 332.jpg │ ├── 333.jpg │ ├── 336.jpg │ ├── 34.jpg │ ├── 365.jpg │ ├── 370.jpg │ ├── 380.jpg │ ├── 381.jpg │ ├── 393.jpg │ ├── 418.jpg │ ├── 419.jpg │ ├── 463.jpg │ ├── 474.jpg │ ├── 487.jpg │ ├── 493.jpg │ ├── 514.jpg │ ├── 516.jpg │ ├── 54.jpg │ ├── 551.jpg │ ├── 565.jpg │ ├── 588.jpg │ ├── 6.jpg │ ├── 606.jpg │ ├── 622.jpg │ ├── 631.jpg │ ├── 632.jpg │ ├── 641.jpg │ ├── 689.jpg │ ├── 7.jpg │ ├── 72.jpg │ ├── 723.jpg │ ├── 756.jpg │ ├── 770.jpg │ ├── 777.jpg │ ├── 779.jpg │ ├── 783.jpg │ ├── 794.jpg │ ├── 81.jpg │ ├── 818.jpg │ ├── 834.jpg │ ├── 839.jpg │ ├── 849.jpg │ ├── 85.jpg │ ├── 856.jpg │ ├── 857.jpg │ ├── 864.jpg │ ├── 865.jpg │ ├── 877.jpg │ ├── 902.jpg │ ├── 906.jpg │ ├── 907.jpg │ ├── 949.jpg │ ├── 96.jpg │ ├── 960.jpg │ ├── 968.jpg │ └── 970.jpg ├── mistakes_train ├── wh │ ├── 10056.jpg │ ├── 1012.jpg │ ├── 10392.jpg │ ├── 10520.jpg │ ├── 10715.jpg │ ├── 11091.jpg │ ├── 11441.jpg │ ├── 11592.jpg │ ├── 11763.jpg │ ├── 11779.jpg │ ├── 11864.jpg │ ├── 11913.jpg │ ├── 12145.jpg │ ├── 1654.jpg │ ├── 1897.jpg │ ├── 2006.jpg │ ├── 2360.jpg │ ├── 2429.jpg │ ├── 245.jpg │ ├── 2668.jpg │ ├── 2777.jpg │ ├── 280.jpg │ ├── 3123.jpg │ ├── 3227.jpg │ ├── 3380.jpg │ ├── 3713.jpg │ ├── 3871.jpg │ ├── 4077.jpg │ ├── 4241.jpg │ ├── 4320.jpg │ ├── 4371.jpg │ ├── 4410.jpg │ ├── 4490.jpg │ ├── 4521.jpg │ ├── 46.jpg │ ├── 4746.jpg │ ├── 4959.jpg │ ├── 5282.jpg │ ├── 5704.jpg │ ├── 5768.jpg │ ├── 5836.jpg │ ├── 5925.jpg │ ├── 6154.jpg │ ├── 6270.jpg │ ├── 6372.jpg │ ├── 6460.jpg │ ├── 6520.jpg │ ├── 6558.jpg │ ├── 6969.jpg │ ├── 7022.jpg │ ├── 7165.jpg │ ├── 7240.jpg │ ├── 755.jpg │ ├── 7564.jpg │ ├── 7643.jpg │ ├── 774.jpg │ ├── 7777.jpg │ ├── 7790.jpg │ ├── 7837.jpg │ ├── 8092.jpg │ ├── 8139.jpg │ ├── 8217.jpg │ ├── 8279.jpg │ ├── 8568.jpg │ ├── 8843.jpg │ ├── 8978.jpg │ ├── 9179.jpg │ ├── 9256.jpg │ ├── 9438.jpg │ ├── 9557.jpg │ └── 9896.jpg └── wn │ ├── 10072.jpg │ ├── 1024.jpg │ ├── 10296.jpg │ ├── 10593.jpg │ ├── 10818.jpg │ ├── 1087.jpg │ ├── 10899.jpg │ ├── 1090.jpg │ ├── 10949.jpg │ ├── 1102.jpg │ ├── 11196.jpg │ ├── 11366.jpg │ ├── 11418.jpg │ ├── 11502.jpg │ ├── 11512.jpg │ ├── 11561.jpg │ ├── 11798.jpg │ ├── 1393.jpg │ ├── 1697.jpg │ ├── 1733.jpg │ ├── 1786.jpg │ ├── 1876.jpg │ ├── 1881.jpg │ ├── 1894.jpg │ ├── 2246.jpg │ ├── 2254.jpg │ ├── 2337.jpg │ ├── 2359.jpg │ ├── 2690.jpg │ ├── 2989.jpg │ ├── 3288.jpg │ ├── 3365.jpg │ ├── 3383.jpg │ ├── 3601.jpg │ ├── 3720.jpg │ ├── 374.jpg │ ├── 3781.jpg │ ├── 3836.jpg │ ├── 386.jpg │ ├── 4190.jpg │ ├── 4385.jpg │ ├── 4405.jpg │ ├── 4514.jpg │ ├── 4541.jpg │ ├── 4883.jpg │ ├── 5034.jpg │ ├── 5157.jpg │ ├── 5217.jpg │ ├── 5254.jpg │ ├── 5305.jpg │ ├── 5335.jpg │ ├── 544.jpg │ ├── 5460.jpg │ ├── 5483.jpg │ ├── 5640.jpg │ ├── 5675.jpg │ ├── 5841.jpg │ ├── 6023.jpg │ ├── 6055.jpg │ ├── 6108.jpg │ ├── 6182.jpg │ ├── 6220.jpg │ ├── 6432.jpg │ ├── 6516.jpg │ ├── 663.jpg │ ├── 6838.jpg │ ├── 7256.jpg │ ├── 7266.jpg │ ├── 7270.jpg │ ├── 728.jpg │ ├── 7297.jpg │ ├── 7468.jpg │ ├── 7549.jpg │ ├── 7628.jpg │ ├── 7644.jpg │ ├── 7927.jpg │ ├── 8013.jpg │ ├── 8171.jpg │ ├── 8307.jpg │ ├── 834.jpg │ ├── 8346.jpg │ ├── 8367.jpg │ ├── 8371.jpg │ ├── 842.jpg │ ├── 8736.jpg │ ├── 8790.jpg │ ├── 8808.jpg │ ├── 9061.jpg │ ├── 9079.jpg │ ├── 9208.jpg │ ├── 9214.jpg │ ├── 9232.jpg │ ├── 9246.jpg │ ├── 9274.jpg │ ├── 9319.jpg │ ├── 9356.jpg │ ├── 9515.jpg │ ├── 9615.jpg │ ├── 9641.jpg │ ├── 9660.jpg │ ├── 9708.jpg │ └── 9791.jpg ├── models └── model.h5 ├── predict.py ├── presentation.pdf ├── train.py └── webcam.py /.gitignore: -------------------------------------------------------------------------------- 1 | data/ 2 | venv*/ 3 | *.pyc 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2019 Zahra Bashir 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # SmileDetection 2 | See `presentation.pdf` for details. 3 | -------------------------------------------------------------------------------- /SmileRecognition_p.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zahrabashir98/SmileDetection/12107da4c2d410412ddc8ae8f961e35e8f0f93ac/SmileRecognition_p.pdf -------------------------------------------------------------------------------- /loss.txt: -------------------------------------------------------------------------------- 1 | 0.6646281827259534 2 | 0.5778925680761854 3 | 4 | smiledetection2019 5 | -------------------------------------------------------------------------------- /mistakes.py: -------------------------------------------------------------------------------- 1 | from __future__ import print_function 2 | 3 | # keras imports 4 | import keras 5 | from keras.models import load_model 6 | from keras import backend as K 7 | 8 | # python imports 9 | import cv2 10 | import numpy as np 11 | 12 | model = load_model("models/model.h5") 13 | 14 | 15 | # input image dimensions 16 | num_classes = 2 17 | img_rows, img_cols = 48, 48 18 | 19 | # the data, shuffled and split between train and test sets 20 | x_train = [] 21 | y_train = [] 22 | x_dev= [] 23 | y_dev = [] 24 | x_test = [] 25 | y_test = [] 26 | 27 | with open('./data/fer2013.csv') as file: 28 | lines = file.read().split('\n')[1:] 29 | lines.remove('') 30 | 31 | for line in lines: 32 | emotion, pixels, usage = line.split(',') 33 | if not (emotion == '6' or emotion == '3'): 34 | continue 35 | if emotion == '6': 36 | emotion = 0 37 | if emotion == '3': 38 | emotion = 1 39 | 40 | if usage == 'Training': 41 | x, y = x_train, y_train 42 | elif usage == 'PrivateTest': 43 | x, y = x_test, y_test 44 | elif usage == 'PublicTest': 45 | x, y = x_dev, y_dev 46 | else: 47 | continue 48 | 49 | pixels = [int(p) for p in pixels.split(' ')] 50 | x.append(np.array(pixels)) 51 | y.append(emotion) 52 | 53 | x_train = np.array(x_train) 54 | y_train = np.array(y_train) 55 | x_dev = np.array(x_dev) 56 | y_dev = np.array(y_dev) 57 | x_test = np.array(x_test) 58 | y_test = np.array(y_test) 59 | 60 | # flexibility in case of different backends (support different backends) 61 | if K.image_data_format() == 'channels_first': 62 | x_train = x_train.reshape(x_train.shape[0], 1, img_rows, img_cols) 63 | x_dev = x_dev.reshape(x_dev.shape[0], 1, img_rows, img_cols) 64 | x_test = x_test.reshape(x_test.shape[0], 1, img_rows, img_cols) 65 | input_shape = (1, img_rows, img_cols) 66 | else: 67 | x_train = x_train.reshape(x_train.shape[0], img_rows, img_cols, 1) 68 | x_dev = x_dev.reshape(x_dev.shape[0], img_rows, img_cols, 1) 69 | x_test = x_test.reshape(x_test.shape[0], img_rows, img_cols, 1) 70 | input_shape = (img_rows, img_cols, 1) 71 | 72 | x_train = x_train.astype('float32') 73 | x_dev = x_dev.astype('float32') 74 | x_test = x_test.astype('float32') 75 | x_train /= 255 76 | x_dev /= 255 77 | x_test /= 255 78 | print('x_train shape:', x_train.shape) 79 | print(x_train.shape[0], 'train samples') 80 | print(x_dev.shape[0], 'dev samples') 81 | print(x_test.shape[0], 'test samples') 82 | 83 | 84 | y_test_predict = np.argmax(model.predict(x_test), axis=1) 85 | 86 | wrong_neutral = np.where((y_test - y_test_predict) == -1)[0] 87 | wrong_happiness = np.where((y_test - y_test_predict) == 1)[0] 88 | 89 | for index in wrong_neutral: 90 | image = x_test[index].reshape(48, 48) 91 | image = (image * 255).astype(np.int8) 92 | cv2.imwrite('wn/%s.jpg' % index, image) 93 | 94 | for index in wrong_happiness: 95 | image = x_test[index].reshape(48, 48) 96 | image = (image * 255).astype(np.int8) 97 | cv2.imwrite('wh/%s.jpg' % index, image) 98 | 99 | print(wrong_neutral) 100 | print(wrong_happiness) 101 | -------------------------------------------------------------------------------- /mistakes_test/wh/1000.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zahrabashir98/SmileDetection/12107da4c2d410412ddc8ae8f961e35e8f0f93ac/mistakes_test/wh/1000.jpg -------------------------------------------------------------------------------- /mistakes_test/wh/1002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zahrabashir98/SmileDetection/12107da4c2d410412ddc8ae8f961e35e8f0f93ac/mistakes_test/wh/1002.jpg 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find_faces(image): 12 | face_cascade = cv2.CascadeClassifier('data/haarcascade_frontalface_default.xml') 13 | 14 | face_rects = face_cascade.detectMultiScale( 15 | image, 16 | scaleFactor = 1.1, 17 | minNeighbors = 22 18 | ) 19 | return face_rects 20 | 21 | 22 | def load_image(filepath): 23 | image = cv2.imread(filepath) 24 | image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB) 25 | gray_image = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY) 26 | return image, gray_image 27 | 28 | 29 | def predict(gray_image): 30 | face_rects = find_faces(gray_image) 31 | 32 | for face_rect in face_rects: 33 | x, y, w, h = face_rect 34 | face = gray_image[y:y+h, x:x+w] 35 | 36 | face = cv2.resize(face, (48, 48)).reshape((1, 48, 48, 1)) 37 | predicted_emotions = model.predict(face)[0] 38 | best_emotion = 'happiness' if predicted_emotions[1] > predicted_emotions[0] else 'neutral' 39 | 40 | # Create a json serializable result 41 | yield dict( 42 | border = dict( 43 | x = float(x), 44 | y = float(y), 45 | width = float(w), 46 | height = float(h), 47 | ), 48 | prediction = {'happiness': float(predicted_emotions[0]), 'neutral': float(predicted_emotions[1])}, 49 | emotion = best_emotion 50 | ) 51 | 52 | 53 | def put_text(image, rect, text): 54 | x, y, w, h = rect 55 | 56 | font = cv2.FONT_HERSHEY_SIMPLEX 57 | font_scale = h / 30.0 58 | font_thickness = int(round(font_scale * 1.5)) 59 | text_size, _ = cv2.getTextSize(text, font, font_scale, font_thickness) 60 | 61 | center_text_x = x + (w // 2) 62 | center_text_y = y + (h // 2) 63 | text_w, text_h = text_size 64 | 65 | lower_left_text_x = center_text_x - (text_w // 2) 66 | lower_left_text_y = center_text_y + (text_h // 2) 67 | 68 | cv2.putText( 69 | image, text, 70 | (lower_left_text_x, lower_left_text_y), 71 | font, font_scale, (0, 255, 0), font_thickness 72 | ) 73 | 74 | 75 | def draw_face_info(image, face_info): 76 | x = int(face_info['border']['x']) 77 | y = int(face_info['border']['y']) 78 | w = int(face_info['border']['width']) 79 | h = int(face_info['border']['height']) 80 | emotion = face_info['emotion'] 81 | 82 | cv2.rectangle(image, (x, y), (x + w, y + h), (0, 0, 255), 2) 83 | put_text(image, (x, y, w, h // 5), emotion) 84 | 85 | 86 | def show_image(image, title='Result'): 87 | plt.subplot(111), plt.imshow(image), plt.title(title) 88 | plt.show() 89 | 90 | 91 | 92 | if __name__ == '__main__': 93 | 94 | # start time 95 | start_time = time.time() 96 | image, gray_image = load_image(sys.argv[1]) 97 | 98 | for face_info in predict(gray_image): 99 | print(face_info) 100 | draw_face_info(image, face_info) 101 | # end time 102 | end_time = time.time() 103 | show_image(image) 104 | 105 | response_time = end_time - start_time 106 | print(response_time) 107 | -------------------------------------------------------------------------------- /presentation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zahrabashir98/SmileDetection/12107da4c2d410412ddc8ae8f961e35e8f0f93ac/presentation.pdf -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- 1 | from __future__ import print_function 2 | 3 | # keras imports 4 | import keras 5 | from keras.models import Sequential 6 | from keras.layers import Dense, Dropout, Flatten 7 | from keras.layers import Conv2D, MaxPooling2D 8 | from keras import backend as K 9 | import matplotlib.pyplot as plt 10 | 11 | # python imports 12 | import numpy as np 13 | 14 | 15 | batch_size = 128 16 | num_classes = 2 17 | epochs = 50 18 | logging = True 19 | 20 | # input image dimensions 21 | img_rows, img_cols = 48, 48 22 | 23 | # the data, shuffled and split between train and test sets 24 | x_train = [] 25 | y_train = [] 26 | x_dev= [] 27 | y_dev = [] 28 | x_test = [] 29 | y_test = [] 30 | 31 | with open('./data/fer2013.csv') as file: 32 | lines = file.read().split('\n')[1:] 33 | lines.remove('') 34 | 35 | for line in lines: 36 | emotion, pixels, usage = line.split(',') 37 | if not (emotion == '6' or emotion == '3'): 38 | continue 39 | if emotion == '6': 40 | emotion = 0 41 | if emotion == '3': 42 | emotion = 1 43 | 44 | if usage == 'Training': 45 | x, y = x_train, y_train 46 | elif usage == 'PrivateTest': 47 | x, y = x_test, y_test 48 | elif usage == 'PublicTest': 49 | x, y = x_dev, y_dev 50 | else: 51 | continue 52 | 53 | pixels = [int(p) for p in pixels.split(' ')] 54 | x.append(np.array(pixels)) 55 | y.append(emotion) 56 | 57 | x_train = np.array(x_train) 58 | y_train = np.array(y_train) 59 | x_dev = np.array(x_dev) 60 | y_dev = np.array(y_dev) 61 | x_test = np.array(x_test) 62 | y_test = np.array(y_test) 63 | 64 | # flexibility in case of different backends (support different backends) 65 | if K.image_data_format() == 'channels_first': 66 | x_train = x_train.reshape(x_train.shape[0], 1, img_rows, img_cols) 67 | x_dev = x_dev.reshape(x_dev.shape[0], 1, img_rows, img_cols) 68 | x_test = x_test.reshape(x_test.shape[0], 1, img_rows, img_cols) 69 | input_shape = (1, img_rows, img_cols) 70 | else: 71 | x_train = x_train.reshape(x_train.shape[0], img_rows, img_cols, 1) 72 | x_dev = x_dev.reshape(x_dev.shape[0], img_rows, img_cols, 1) 73 | x_test = x_test.reshape(x_test.shape[0], img_rows, img_cols, 1) 74 | input_shape = (img_rows, img_cols, 1) 75 | 76 | x_train = x_train.astype('float32') 77 | x_dev = x_dev.astype('float32') 78 | x_test = x_test.astype('float32') 79 | x_train /= 255 80 | x_dev /= 255 81 | x_test /= 255 82 | print('x_train shape:', x_train.shape) 83 | print(x_train.shape[0], 'train samples') 84 | print(x_dev.shape[0], 'dev samples') 85 | print(x_test.shape[0], 'test samples') 86 | 87 | # convert class vectors to binary class matrices 88 | y_train = keras.utils.to_categorical(y_train, num_classes) 89 | y_dev = keras.utils.to_categorical(y_dev, num_classes) 90 | y_test = keras.utils.to_categorical(y_test, num_classes) 91 | 92 | # initializing model 93 | model = Sequential() 94 | model.add(Conv2D(8, kernel_size=(5, 5), activation='relu', input_shape=(48, 48, 1))) 95 | model.add(Conv2D(16, kernel_size=(3, 3), activation='relu')) 96 | model.add(MaxPooling2D(pool_size=(2, 2))) 97 | model.add(Dropout(0.25)) 98 | model.add(Conv2D(16, kernel_size=(3, 3), activation='relu')) 99 | model.add(MaxPooling2D(pool_size=(2, 2))) 100 | model.add(Flatten()) 101 | model.add(Dense(128, activation='relu')) 102 | model.add(Dropout(0.5)) 103 | model.add(Dense(num_classes, activation='softmax')) 104 | 105 | model.compile(loss=keras.losses.categorical_crossentropy, 106 | optimizer=keras.optimizers.Adadelta(), 107 | metrics=['accuracy']) 108 | 109 | # for w in model.get_weights(): 110 | # print(w.shape) 111 | 112 | # save the model after every epoch 113 | checkpointer = keras.callbacks.ModelCheckpoint( 114 | 'models/model.h5', 115 | save_best_only = True, 116 | monitor = 'val_acc', 117 | mode = 'auto', 118 | verbose = 1 119 | ) 120 | 121 | history_callback = model.fit(x_train, y_train, 122 | batch_size=batch_size, 123 | epochs=epochs, 124 | verbose=1, 125 | callbacks=[checkpointer], 126 | validation_data=(x_dev, y_dev) 127 | ) 128 | 129 | if logging: 130 | # # write loss log on file 131 | # loss_history = history_callback.history["loss"] 132 | # f = open("loss_reports.txt", "w") 133 | # for loss in loss_history: 134 | # f.write('%s\n' %loss) 135 | 136 | # list all data in history 137 | print(history_callback.history.keys()) 138 | # summarize history for accuracy 139 | plt.plot(history_callback.history['acc']) 140 | plt.plot(history_callback.history['val_acc']) 141 | plt.title('model accuracy') 142 | plt.ylabel('accuracy') 143 | plt.xlabel('epoch') 144 | plt.legend(['train', 'test'], loc='upper left') 145 | plt.show() 146 | # summarize history for loss 147 | plt.plot(history_callback.history['loss']) 148 | plt.plot(history_callback.history['val_loss']) 149 | plt.title('model loss') 150 | plt.ylabel('loss') 151 | plt.xlabel('epoch') 152 | plt.legend(['train', 'test'], loc='upper left') 153 | plt.show() 154 | 155 | score = model.evaluate(x_test, y_test, verbose=0) 156 | 157 | print('Test loss:', score[0]) 158 | print('Test accuracy:', score[1]) 159 | -------------------------------------------------------------------------------- /webcam.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | from __future__ import print_function 4 | import cv2 5 | from predict import predict, draw_face_info, show_image 6 | import time 7 | 8 | 9 | def run(): 10 | times = [] 11 | cv2.namedWindow("Webcam") 12 | capture = cv2.VideoCapture(0) 13 | 14 | if not capture.isOpened(): 15 | return 16 | 17 | while True: 18 | 19 | # calculate time 20 | start_time = time.time() 21 | rval, frame = capture.read() 22 | if not rval: 23 | break 24 | 25 | image = frame 26 | gray_image = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY) 27 | for face_info in predict(gray_image): 28 | draw_face_info(image, face_info) 29 | 30 | cv2.imshow("Webcam", image) 31 | end_time = time.time() 32 | times.append(end_time-start_time) 33 | 34 | key = cv2.waitKey(1) 35 | if key == 27 or key == ord('q'): # exit on ESC or Q 36 | break 37 | 38 | cv2.destroyWindow("Webcam") 39 | capture.release() 40 | return times 41 | 42 | 43 | if __name__ == '__main__': 44 | 45 | times = run() 46 | for time in times: 47 | print(time) 48 | --------------------------------------------------------------------------------