/MTCNN_face_detection

MTCNN face detection and alignment tools

Primary LanguagePython

MTCNN face detection and alignment tools

Introduction

This is a mxnet implementation of Zhang's work: Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks.

Environment

This repository has been tested under the following environment:

  • Python 2.7
  • Ubuntu 16.04
  • Mxnet-cu80 (==0.11.0)

Testing

  • Use python main.py to test this detection and alignment method.

  • You can change ctx to mx.gpu(0) to use GPU for faster detection.

see mtcnn_detector.py for the details about the parameters. this function use dlib's align strategy, which works well on profile images :)

Results

Detetion Results