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geopavlakos / hamer

HaMeR: Reconstructing Hands in 3D with Transformers
https://geopavlakos.github.io/hamer/
MIT License
348 stars 30 forks source link

What about latency? Can it be done in realtime? #1

Closed DIYer22 closed 9 months ago

DIYer22 commented 9 months ago

Thank you for your work. I couldn't find any information about the algorithm's running speed, so I would like to ask

geopavlakos commented 9 months ago

A single forward pass of the HaMeR network on a crop of a hand requires ~32ms on an RTX 3090. This doesn't include the hand detection part or the rendering of the demo.

linjiangya commented 8 months ago

A single forward pass of the HaMeR network on a crop of a hand requires ~32ms on an RTX 3090. This doesn't include the hand detection part or the rendering of the demo.

What is the overall fps actually? I have been running this on a single Tesla T4, but it seems it takes around 3.8~4 seconds to process one image.