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negarhdr / skeleton-based-action-recognition

This repository provides implementation of a baseline method and our proposed methods for efficient Skeleton-based Human Action Recognition.
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Can this method be used for the action detection of the scene with multiple person #1

Open Xinxinatg opened 1 year ago

Xinxinatg commented 1 year ago

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.

negarhdr commented 1 year ago

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.

lmc2000 commented 5 months ago

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

lmc2000 commented 5 months ago

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?