Real-time performance isn't so good

melonwan / denseReg

3D hand pose estimation via dense regression

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Real-time performance isn't so good #17

Open wdkwyf opened 6 years ago

wdkwyf commented 6 years ago

Hi, I have tried the inference code in NYU dataset. However, I can't achieve "real-time" performance as mentioned in your paper. For batch size=1: frame rate is 12 For batch size=3: frame rate is 17 Both are not good for real time(less than 24). I wonder why the inference speed isn't good. Did you do infernece in TWO Titans? Thank you very much.

Abdul-Mukit commented 5 years ago

@wdkwyf were you able to run it on gpu? When I run the test using "python model/hourglass_um_crop_tiny.py" I am prompted to use CPU for tensorflow. Any advice on how to use GPU?

wdkwyf commented 5 years ago

@Abdul-Mukit I think you should update the gpu_config.py. You can refer to https://github.com/melonwan/denseReg/issues/6