gpu usage is very low

[2p990i9hpral]

28

After completing the steps above, gpu usage is very low it this a cpu bottleneck? i want a extreme speed Beyond real-time

on my gpu(1080ti) it's only 45 fps. gpu usage is 4~5%, vram usage is 500mb

[YuliangXiu]

Maybe you can try the smaller model like SqueezeNet and read frames in batch, the current implementation is 1 batch size, which will cause the low gpu usage.

[2p990i9hpral]

Maybe you can try the smaller model like SqueezeNet and read frames in batch, the current implementation is 1 batch size, which will cause the low gpu usage.

also i want skip uncertain pose like "https://ibb.co/C1VCX0r" can I skip uncertain pose on code?

[YuliangXiu]

you can extract the pose score from heatmap and then delete the low-score keypoint when visualization.

[2p990i9hpral]

you can extract the pose score from heatmap and then delete the low-score keypoint when visualization.

thank you for your answer this project is very useful