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decisionforce / TPN

[CVPR 2020] Temporal Pyramid Network for Action Recognition
https://decisionforce.github.io/TPN/
Apache License 2.0
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multiple people #8

Closed zhulishun closed 4 years ago

zhulishun commented 4 years ago

TPN can recognize the action of multiple people in a frame？

limbo0000 commented 4 years ago

Hi @zhulishun, Perhaps you could give a more detailed description of "action of multiple people". Just predict the single label for the whole frame or multiple labels for each individual?

zhulishun commented 4 years ago

There are multiple people in a frame, and everyone has their own action, these actions may be consistent or inconsistent

limbo0000 commented 4 years ago

It seems the same setting as action detection \eg on AVA which provides labels for one frame per second, with every person annotated with a bounding box and (possibly multiple) actions. In our own experiments, TPN actually obtained some gains on such tasks. We would release this part in the future work. Stay tuned.