yiiwood / mxnet_mtcnn_face_detection

MTCNN face detection

MTCNN_face_detection_and_alignment

About

This is a python/mxnet implementation of Zhang's work . it's fast and accurate, see link.

It should have almost the same output with the original work, for mxnet fans and those can't afford matlab :)

中文blog

Requirement

• opencv

  ​ I use cv2 for image io and resize(much faster than skimage), the input image's channel is acutally BGR

• mxnet

  ​ please update to the newest version, we need 'full' mode in Pooling operation

Only tested on Linux and Mac

Test

run:

python main.py

you can change ctx to mx.gpu(0) for faster detection

Results

License

MIT LICENSE

Reference

K. Zhang and Z. Zhang and Z. Li and Y. Qiao Joint, Face Detection and Alignment Using Multitask Cascaded Convolutional Networks, IEEE Signal Processing Letters