This project includes face detection / alignment / 5 or 68 or 106 landmarks detection / face attributes detection including age+gender+race+smile / face orientation detection / face recognition.

Basically it covers all fields of face tech except for face living detection which is also really important in the whole chain. But as it usually runs on mobile devices, so it's not contained in this repo which focused on backend usage.

tensorflow

caffe for python binding

numpy

opencv-python

dlib

scikit-learn

scikit-video

nudged

I wrote a face server backend based on flask. Just run ./run.sh to start it and then you can visit the api provided.

More details can be found in ./backend_api/.

ATTENSION for below settings:

CUDA_VISIBLE_DEVICES/PYTHONPATH/port setting, you may need modify this according to your env.

Any problem is welcome to report to issue or contact [email protected].

test image	face detection	landmark detection	age	gender	race	smile	celebrity
			24.47	female	asian	smile	Fan Bingbing
			60.15	male	asian	calm	Guo Degang
			26.06	female	asian	smile	XinYuanJieYi
			54.52	male	african	calm	AoBaMa

Wo De Nan Shen AAAAAAAAAAA!

Wo De Nv Shen EEEEEEEEEEE!