Implement Face detection, and Age and Gender Classification, and Emotion Classification.
Face Detection (Darknet , Caffe)
Age Classification (Keras)
Gender Classification (Keras)
Emotion Classification (Keras)
Keras2 + Tensorflow
Darknet
Caffe
OpenCV
Python 2.7
Perl
Mac Pro 2013 (Xeon)
MacOS X 10.12
https://gist.github.com/GilLevi/c9e99062283c719c03de
Download gender_net.caffemodel, gender_net.prototxt, age_net.caffemodel and age_net.prototxt.
Put in pretain folder.
Converted from https://github.com/dannyblueliu/YOLO-version-2-Face-detection
http://www.abars.biz/keras/face.prototxt
http://www.abars.biz/keras/face.caffemodel
Download face.prototxt and face.caffemodel.
Put in pretain folder.
Converted from https://github.com/oarriaga/face_classification
http://www.abars.biz/keras/emotion_miniXception.prototxt
http://www.abars.biz/keras/emotion_miniXception.caffemodel
Download emotion_miniXception.prototxt and emotion_miniXception.caffemodel.
Put in pretain folder.
Here is a run using reference model .
python agegender_demo.py caffe
Here is a training tutorial.
https://github.com/abars/YoloKerasFaceDetection/blob/master/TRAIN.md
Here is a experimental training tutorial.
https://github.com/abars/YoloKerasFaceDetection/blob/master/TRAIN_EXPERIMENTAL.md
https://github.com/oarriaga/face_classification
https://gist.github.com/GilLevi/54aee1b8b0397721aa4b
https://www.openu.ac.il/home/hassner/projects/cnn_agegender/