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Published 20 hours ago • verified publisher icon una-dinosauria

Inference time on Android?

Open serviceberry3 opened this issue 4 years ago • 3 comments

Hi,

You say a feed-forward inference on this model is very fast--2ms on a Titan Xp. Do you think the speed would hold up on a recent Android device (like a Google Pixel 4)? I'm looking to do real-time inference using Tensorflow Posenet and this, and I'd like a speed of 20-30 FPS.

Thanks a lot! Great work.

serviceberry3 avatar Nov 23 '20 04:11 serviceberry3

Or do you know offhand whether Facebook's VideoPose3D would be slower or faster than your model? I tried running VideoPose3D on Android, but it's really slow; I'm wondering whether I should try your model as well...

serviceberry3 avatar Jan 13 '21 03:01 serviceberry3

Hi @serviceberry3 ,

Sorry, I don't know anything about inference on mobile devices. I'll leave the issue open in case someone else knows the answer.

Cheers,

una-dinosauria avatar Jan 15 '21 19:01 una-dinosauria

Or do you know offhand whether Facebook's VideoPose3D would be slower or faster than your model? I tried running VideoPose3D on Android, but it's really slow; I'm wondering whether I should try your model as well...

Hi @serviceberry3 , Have you tried this on Android, please? Thanks.

zuozhen avatar Dec 08 '21 07:12 zuozhen