skeleton-based-action-recognition
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Can this method be used for the action detection of the scene with multiple person
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.
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.
I want to know how the algorithm classifies the behavior of each human skeleton separately in a multi person action recognition scenario?
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?