HeadDetect_MTCNN

CPU real-time head detection

Test steps

step1

Download opencv_dll and put it to current directory BaiDu Cloud pw:u2ib

step2

Set parameters: HeadDetect.exe min_size test_type test_path

test_imgdir.cmd  (for imgdir)
test_usbcam.cmd  (for usbcam)
test_video.cmd  (for video)

Algorithm efficiency

Image Size	minsize	Speed	CPU
1920x1080	50	48ms	i7-8750H @2.20GHz
640x480	50	5ms	i7-8750H @2.20GHz

Deficiencies

1. Small dataset leads to missed detection.
2. Heads in hats can't be detected.
3. Welcome to provide good datasets to help improve the robustness of the algorithm.
4. Any questions can be contacted by the author.

Reference

https://blog.csdn.net/samylee