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CPU Real-time Amazing Face Detection

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Amazing_Face_Detection

CPU Real-time Amazing Face Detection

Test steps

step1

Download opencv_dll and put it to current directory BaiDu Cloud

step2

Set parameters: Amazing_Face_Detection.exe test_type img_path

like:  Amazing_Face_Detection.exe image test.jpg  (for image)
or:    Amazing_Face_Detection.exe imgdir /img/path/test_imgs  (for imgdir)
or:    Amazing_Face_Detection.exe video test.avi  (for video)
or:    Amazing_Face_Detection.exe video 0  (for usbcam)

Algorithm efficiency

Image Size min_size CPU(i7-9700K) Speed/FPS CPU(ARMv7 @1.4GHz) Speed/FPS
320x240 12x12 6ms/166.7 35ms/28.6
640x480 12x12 23ms/43.5 190ms/5.3
800x600 12x12 42ms/23.8 -

Test experience

If the image size is larger than 720p, it is recommended to scale the image below 720p!

Example result

image

Reference

https://blog.csdn.net/samylee

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