/MTCNN-Faster

Primary LanguageC++

MTCNN REAL-TIME CPU-ONLY

A casual work about retainining mtcnn Pnet and Onet. make it a little bit fast,which achiciving 25ms at 1080P video(CPU ONLY i7-6500 3.4GHz 5kernel)

Dependencies

  • OpenCV 3.4.1 only

Run in Linux

Change makefile for your need

Modify video/image Path in mtcnn_opencv.cpp

Faster Options in Code

  • accuracy
  • Threshold of each layer of the three-layer network
  • Minimum size of face detection
  • Image cut ratio

And you can delete cv::waitkey and cv::imshow code, it similarly can be faster.