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How fast if the yolo face detection with pre-trained model? #13

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WuZhuoran opened this issue Aug 1, 2019 · 1 comment
Open

How fast if the yolo face detection with pre-trained model? #13

WuZhuoran opened this issue Aug 1, 2019 · 1 comment

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@WuZhuoran
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In FPS, thanks for your work.

@leopd
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leopd commented Oct 22, 2019

I measured it on a GTX1070, and the CNN forward pass takes ~230ms for a small (416x416 I think?) image. So about 4 FPS. The GPU is being used, but only about 3%. Not sure what's going on, but it's disappointing.

I've been cleaning up https://github.com/leopd/SFD_pytorch/ and have it running at about 10-15 FPS (depending on how many faces in view) at 640x480.

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