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Can this method be used for the action detection of the scene with multiple person

Open Xinxinatg opened this issue 3 years ago • 3 comments

Thanks for your work, this repo might be one of the few work that could achieve real-time inference skeleton based action recognition. I saw in the demo that only one person is in the scene, I am wondering whether you have tried using the model in the crowded scene.

Xinxinatg avatar Aug 16 '22 12:08 Xinxinatg

Hi, Thanks for your comment. The models are trained on a dataset in which a maximum of 2 persons are in the scene performing an action. If there are more than 2 persons, it selects 2 of them closer to the camera. It could possibly be used for the crowded scene if we train the model on such a dataset.

negarhdr avatar Aug 21 '22 15:08 negarhdr

I want to know how the algorithm classifies the behavior of each human skeleton separately in a multi person action recognition scenario?

lmc2000 avatar Jan 08 '24 09:01 lmc2000

My question is whether to execute the algorithm N times separately for N human skeleton sequences in a video sequence, or to execute N human skeleton sequences together once to produce N classification results? What if there is interaction between two people?

lmc2000 avatar Jan 08 '24 09:01 lmc2000