├── .gitattributes ├── plot.png ├── gender_dataset_face ├── man │ ├── face_0.jpg │ ├── face_1.jpg │ ├── face_2.jpg │ ├── face_3.jpg │ ├── face_4.jpg │ ├── face_5.jpg │ ├── face_6.jpg │ ├── face_7.jpg │ ├── face_8.jpg │ ├── face_9.jpg │ ├── face_10.jpg │ ├── face_11.jpg │ ├── face_12.jpg │ ├── face_13.jpg │ ├── face_14.jpg │ ├── face_16.jpg │ ├── face_17.jpg │ ├── face_18.jpg │ ├── face_19.jpg │ ├── face_20.jpg │ ├── face_21.jpg │ ├── face_22.jpg │ ├── face_23.jpg │ ├── face_24.jpg │ ├── face_25.jpg │ ├── face_26.jpg │ ├── face_27.jpg │ ├── face_28.jpg │ ├── face_29.jpg │ ├── face_30.jpg │ ├── face_31.jpg │ ├── face_32.jpg │ ├── face_33.jpg │ ├── face_34.jpg │ ├── face_35.jpg │ ├── face_36.jpg │ ├── face_38.jpg │ ├── face_39.jpg │ ├── face_40.jpg │ ├── face_41.jpg │ ├── face_42.jpg │ ├── face_43.jpg │ ├── face_44.jpg │ ├── face_45.jpg │ ├── face_47.jpg │ ├── face_48.jpg │ ├── face_49.jpg │ ├── face_50.jpg │ ├── face_51.jpg │ ├── face_52.jpg │ ├── face_53.jpg │ ├── face_54.jpg │ ├── face_55.jpg │ ├── face_56.jpg │ ├── face_57.jpg │ ├── face_58.jpg │ ├── face_60.jpg │ ├── face_61.jpg │ ├── face_63.jpg │ ├── face_64.jpg │ ├── face_65.jpg │ ├── face_66.jpg │ ├── face_67.jpg │ ├── face_68.jpg │ ├── face_69.jpg │ ├── face_71.jpg │ ├── face_72.jpg │ ├── face_73.jpg │ ├── face_74.jpg │ ├── face_75.jpg │ ├── face_76.jpg │ ├── face_77.jpg │ ├── face_78.jpg │ ├── face_79.jpg │ ├── face_80.jpg │ ├── face_82.jpg │ ├── face_83.jpg │ ├── face_84.jpg │ ├── face_85.jpg │ ├── face_87.jpg │ ├── face_88.jpg │ ├── face_89.jpg │ ├── face_90.jpg │ ├── face_91.jpg │ ├── face_92.jpg │ ├── face_93.jpg │ ├── face_94.jpg │ ├── face_95.jpg │ ├── face_96.jpg │ └── face_97.jpg └── women │ ├── face_0.jpg │ ├── face_1.jpg │ ├── face_10.jpg │ ├── face_11.jpg │ ├── face_12.jpg │ ├── face_13.jpg │ ├── face_14.jpg │ ├── face_15.jpg │ ├── face_16.jpg │ ├── face_17.jpg │ ├── face_18.jpg │ ├── face_19.jpg │ ├── face_2.jpg │ ├── face_20.jpg │ ├── face_21.jpg │ ├── face_22.jpg │ ├── face_23.jpg │ ├── face_24.jpg │ ├── face_25.jpg │ ├── face_27.jpg │ ├── face_28.jpg │ ├── face_29.jpg │ ├── face_3.jpg │ ├── face_30.jpg │ ├── face_31.jpg │ ├── face_32.jpg │ ├── face_33.jpg │ ├── face_34.jpg │ ├── face_35.jpg │ ├── face_36.jpg │ ├── face_37.jpg │ ├── face_38.jpg │ ├── face_39.jpg │ ├── face_4.jpg │ ├── face_40.jpg │ ├── face_41.jpg │ ├── face_42.jpg │ ├── face_43.jpg │ ├── face_44.jpg │ ├── face_45.jpg │ ├── face_46.jpg │ ├── face_47.jpg │ ├── face_48.jpg │ ├── face_49.jpg │ ├── face_5.jpg │ ├── face_50.jpg │ ├── face_51.jpg │ ├── face_52.jpg │ ├── face_54.jpg │ ├── face_55.jpg │ ├── face_56.jpg │ ├── face_57.jpg │ ├── face_58.jpg │ ├── face_59.jpg │ ├── face_6.jpg │ ├── face_60.jpg │ ├── face_61.jpg │ ├── face_62.jpg │ ├── face_63.jpg │ ├── face_64.jpg │ ├── face_65.jpg │ ├── face_66.jpg │ ├── face_67.jpg │ ├── face_68.jpg │ ├── face_69.jpg │ ├── face_7.jpg │ ├── face_70.jpg │ ├── face_71.jpg │ ├── face_72.jpg │ ├── face_73.jpg │ ├── face_74.jpg │ ├── face_76.jpg │ ├── face_78.jpg │ 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-------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Gender-detection-Model 2 | 3 | Gender detection model built using deep learning technique of Convolutional Neural Network (CNN) detects and recognizes faces, whether man or women, especially in public places to classify the crowd accordingly. This model can be used in many circumstances like the public security, and banking thefts purposes.Face detection is used in biometrics, often as a part of (or together with) a facial recognition system. It is also used in video surveillance, human computer interface and image database management. 4 | 5 |

6 | 7 | ## Working of Model 8 | Face detection applications use algorithms and ML to find human faces within larger images, which often incorporate other non-face objects such as landscapes, buildings and other human body parts like feet or hands. Face detection algorithms typically start by searching for human eyes -- one of the easiest features to detect. The algorithm might then attempt to detect eyebrows, the mouth, nose, nostrils and the iris. Once the algorithm concludes that it has found a facial region, it applies additional tests to confirm that it has, in fact, detected a face. 9 | 10 | ## Real-Time Advantages: 11 | 1) Improved security. Face detection improves surveillance efforts and helps track down criminals and terrorists. Personal security is also enhanced since there is nothing for hackers to steal or change, such as passwords. 12 | 2) Easy to integrate. Face detection and facial recognition technology is easy to integrate, and most solutions are compatible with the majority of security software. 13 | 3) Automated identification. In the past, identification was manually performed by a person; this was inefficient and frequently inaccurate. Face detection allows the identification process to be automated, thus saving time and increasing accuracy. 14 | -------------------------------------------------------------------------------- /detect_gender_webcam.py: -------------------------------------------------------------------------------- 1 | from tensorflow.keras.preprocessing.image import img_to_array 2 | from tensorflow.keras.models import load_model 3 | import numpy as np 4 | import cv2 5 | import os 6 | import cvlib as cv 7 | 8 | # load model 9 | model = load_model('gender_detection.model') 10 | 11 | # open webcam 12 | webcam = cv2.VideoCapture(0) 13 | 14 | classes = ['Man','Woman'] 15 | 16 | # loop through frames 17 | while webcam.isOpened(): 18 | 19 | # read frame from webcam 20 | status, frame = webcam.read() 21 | 22 | # apply face detection 23 | face, confidence = cv.detect_face(frame) 24 | 25 | 26 | # loop through detected faces 27 | for idx, f in enumerate(face): 28 | 29 | # get corner points of face rectangle 30 | (startX, startY) = f[0], f[1] 31 | (endX, endY) = f[2], f[3] 32 | 33 | # draw rectangle over face 34 | cv2.rectangle(frame, (startX,startY), (endX,endY), (0,255,0), 2) 35 | 36 | # crop the detected face region 37 | face_crop = np.copy(frame[startY:endY,startX:endX]) 38 | 39 | if (face_crop.shape[0]) < 10 or (face_crop.shape[1]) < 10: 40 | continue 41 | 42 | # preprocessing for gender detection model 43 | face_crop = cv2.resize(face_crop, (96,96)) 44 | face_crop = face_crop.astype("float") / 255.0 45 | face_crop = img_to_array(face_crop) 46 | face_crop = np.expand_dims(face_crop, axis=0) 47 | 48 | # apply gender detection on face 49 | conf = model.predict(face_crop)[0] # model.predict return a 2D matrix, ex: [[9.9993384e-01 7.4850512e-05]] 50 | 51 | # get label with max accuracy 52 | idx = np.argmax(conf) 53 | label = classes[idx] 54 | 55 | label = "{}: {:.2f}%".format(label, conf[idx] * 100) 56 | 57 | Y = startY - 10 if startY - 10 > 10 else startY + 10 58 | 59 | # write label and confidence above face rectangle 60 | cv2.putText(frame, label, (startX, Y), cv2.FONT_HERSHEY_SIMPLEX, 61 | 0.7, (0, 255, 0), 2) 62 | 63 | # display output 64 | cv2.imshow("gender detection", frame) 65 | 66 | # press "Q" to stop 67 | if cv2.waitKey(1) & 0xFF == ord('q'): 68 | break 69 | 70 | # release resources 71 | webcam.release() 72 | cv2.destroyAllWindows() -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | from __future__ import division, print_function 2 | # coding=utf-8 3 | import sys 4 | import os 5 | import glob 6 | import re 7 | import numpy as np 8 | 9 | # Keras 10 | from keras.applications.imagenet_utils import preprocess_input, decode_predictions 11 | from keras.models import load_model 12 | from keras.preprocessing import image 13 | 14 | # Flask utils 15 | from flask import Flask, redirect, url_for, request, render_template 16 | from werkzeug.utils import secure_filename 17 | from gevent.pywsgi import WSGIServer 18 | 19 | # Define a flask app 20 | app = Flask(__name__) 21 | 22 | # Model saved with Keras model.save() 23 | MODEL_PATH = 'C:/Users/Lenovo/Desktop/Projects/Gender-Detection-master' 24 | 25 | # Load your trained model 26 | model = load_model('C:/Users/Lenovo/Desktop/Projects/Gender-Detection-master/gender_detection.model') 27 | model._make_predict_function() # Necessary 28 | # print('Model loaded. Start serving...') 29 | 30 | # You can also use pretrained model from Keras 31 | # Check https://keras.io/applications/ 32 | #from keras.applications.resnet50 import ResNet50 33 | #model = ResNet50(weights='imagenet') 34 | #model.save('') 35 | print('Model loaded. Check http://127.0.0.1:5000/') 36 | 37 | 38 | def model_predict(img_path, model): 39 | img = image.load_img(img_path, target_size=(224, 224)) 40 | 41 | # Preprocessing the image 42 | x = image.img_to_array(img) 43 | # x = np.true_divide(x, 255) 44 | x = np.expand_dims(x, axis=0) 45 | 46 | # Be careful how your trained model deals with the input 47 | # otherwise, it won't make correct prediction! 48 | x = preprocess_input(x, mode='caffe') 49 | 50 | preds = model.predict(x) 51 | return preds 52 | 53 | 54 | @app.route('/', methods=['GET']) 55 | def index(): 56 | # Main page 57 | return render_template('index.html') 58 | 59 | 60 | @app.route('/predict', methods=['GET', 'POST']) 61 | def upload(): 62 | if request.method == 'POST': 63 | # Get the file from post request 64 | f = request.files['file'] 65 | 66 | # Save the file to ./uploads 67 | basepath = os.path.dirname(__file__) 68 | file_path = os.path.join( 69 | basepath, 'uploads', secure_filename(f.filename)) 70 | f.save(file_path) 71 | 72 | # Make prediction 73 | preds = model_predict(file_path, model) 74 | 75 | # Process your result for human 76 | # pred_class = preds.argmax(axis=-1) # Simple argmax 77 | pred_class = decode_predictions(preds, top=1) # ImageNet Decode 78 | result = str(pred_class[0][0][1]) # Convert to string 79 | return result 80 | return None 81 | 82 | 83 | if __name__ == '__main__': 84 | app.run(debug=True) 85 | 86 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- 1 | from tensorflow.keras.preprocessing.image import ImageDataGenerator 2 | from tensorflow.keras.optimizers import Adam 3 | from tensorflow.keras.preprocessing.image import img_to_array 4 | from tensorflow.keras.utils import to_categorical, plot_model 5 | from tensorflow.keras.models import Sequential 6 | from tensorflow.keras.layers import BatchNormalization, Conv2D, MaxPooling2D, Activation, Flatten, Dropout, Dense 7 | from tensorflow.keras import backend as K 8 | from sklearn.model_selection import train_test_split 9 | import matplotlib.pyplot as plt 10 | import numpy as np 11 | import random 12 | import cv2 13 | import os 14 | import glob 15 | 16 | # initial parameters 17 | epochs = 30 18 | lr = 1e-3 19 | batch_size = 64 20 | img_dims = (96,96,3) 21 | 22 | data = [] 23 | labels = [] 24 | 25 | # load image files from the dataset 26 | image_files = [f for f in glob.glob(r'C:\Users\Lenovo\Desktop\Projects\Gender-Detection-master\gender_dataset_face' + "/**/*", recursive=True) if not os.path.isdir(f)] 27 | random.shuffle(image_files) 28 | 29 | # converting images to arrays and labelling the categories 30 | for img in image_files: 31 | 32 | image = cv2.imread(img) 33 | 34 | image = cv2.resize(image, (img_dims[0],img_dims[1])) 35 | image = img_to_array(image) 36 | data.append(image) 37 | 38 | label = img.split(os.path.sep)[-2] # C:\Files\gender_dataset_face\woman\face_1162.jpg 39 | if label == "woman": 40 | label = 1 41 | else: 42 | label = 0 43 | 44 | labels.append([label]) # [[1], [0], [0], ...] 45 | 46 | # pre-processing 47 | data = np.array(data, dtype="float") / 255.0 48 | labels = np.array(labels) 49 | 50 | # split dataset for training and validation 51 | (trainX, testX, trainY, testY) = train_test_split(data, labels, test_size=0.2, 52 | random_state=42) 53 | 54 | trainY = to_categorical(trainY, num_classes=2) # [[1, 0], [0, 1], [0, 1], ...] 55 | testY = to_categorical(testY, num_classes=2) 56 | 57 | # augmenting datset 58 | aug = ImageDataGenerator(rotation_range=25, width_shift_range=0.1, 59 | height_shift_range=0.1, shear_range=0.2, zoom_range=0.2, 60 | horizontal_flip=True, fill_mode="nearest") 61 | 62 | # define model 63 | def build(width, height, depth, classes): 64 | model = Sequential() 65 | inputShape = (height, width, depth) 66 | chanDim = -1 67 | 68 | if K.image_data_format() == "channels_first": #Returns a string, either 'channels_first' or 'channels_last' 69 | inputShape = (depth, height, width) 70 | chanDim = 1 71 | 72 | # The axis that should be normalized, after a Conv2D layer with data_format="channels_first", 73 | # set axis=1 in BatchNormalization. 74 | 75 | model.add(Conv2D(32, (3,3), padding="same", input_shape=inputShape)) 76 | model.add(Activation("relu")) 77 | model.add(BatchNormalization(axis=chanDim)) 78 | model.add(MaxPooling2D(pool_size=(3,3))) 79 | model.add(Dropout(0.25)) 80 | 81 | model.add(Conv2D(64, (3,3), padding="same")) 82 | model.add(Activation("relu")) 83 | model.add(BatchNormalization(axis=chanDim)) 84 | 85 | model.add(Conv2D(64, (3,3), padding="same")) 86 | model.add(Activation("relu")) 87 | model.add(BatchNormalization(axis=chanDim)) 88 | model.add(MaxPooling2D(pool_size=(2,2))) 89 | model.add(Dropout(0.25)) 90 | 91 | model.add(Conv2D(128, (3,3), padding="same")) 92 | model.add(Activation("relu")) 93 | model.add(BatchNormalization(axis=chanDim)) 94 | 95 | model.add(Conv2D(128, (3,3), padding="same")) 96 | model.add(Activation("relu")) 97 | model.add(BatchNormalization(axis=chanDim)) 98 | model.add(MaxPooling2D(pool_size=(2,2))) 99 | model.add(Dropout(0.25)) 100 | 101 | model.add(Flatten()) 102 | model.add(Dense(1024)) 103 | model.add(Activation("relu")) 104 | model.add(BatchNormalization()) 105 | model.add(Dropout(0.5)) 106 | 107 | model.add(Dense(classes)) 108 | model.add(Activation("sigmoid")) 109 | 110 | return model 111 | 112 | # build model 113 | model = build(width=img_dims[0], height=img_dims[1], depth=img_dims[2], 114 | classes=2) 115 | 116 | # compile the model 117 | opt = Adam(lr=lr, decay=lr/epochs) 118 | model.compile(loss="binary_crossentropy", optimizer=opt, metrics=["accuracy"]) 119 | 120 | # train the model 121 | H = model.fit_generator(aug.flow(trainX, trainY, batch_size=batch_size), 122 | validation_data=(testX,testY), 123 | steps_per_epoch=len(trainX) // batch_size, 124 | epochs=epochs, verbose=1) 125 | 126 | # save the model to disk 127 | model.save('gender_detection.model') 128 | 129 | # plot training/validation loss/accuracy 130 | plt.style.use("ggplot") 131 | plt.figure() 132 | N = epochs 133 | plt.plot(np.arange(0,N), H.history["loss"], label="train_loss") 134 | plt.plot(np.arange(0,N), H.history["val_loss"], label="val_loss") 135 | plt.plot(np.arange(0,N), H.history["acc"], label="train_acc") 136 | plt.plot(np.arange(0,N), H.history["val_acc"], label="val_acc") 137 | 138 | plt.title("Training Loss and Accuracy") 139 | plt.xlabel("Epoch #") 140 | plt.ylabel("Loss/Accuracy") 141 | plt.legend(loc="upper right") 142 | 143 | # save plot to disk 144 | plt.savefig('plot.png') --------------------------------------------------------------------------------