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ortegatron / liveposetracker

Live body pose tracker made with OpenPose + Deep SORT
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Occluded pedestrian detection #3

Open xiaobaozi1996 opened 5 years ago

xiaobaozi1996 commented 5 years ago

Sorry to bother you again. Recently, I tested the code for my own dataset, but in the case of occlusion, ID is either changed or transferred. What parameters should I modify to avoid.

ortegatron commented 5 years ago

For sure it's not a perfect algorithm. You can try to twerk parameters on kalman_filter.py

xiaobaozi1996 commented 5 years ago

Ok, I'll try it. By the way, Is there an effective method for tracking in the case of occlusion based on you knowledge

tilink commented 5 years ago

Hi @ortegatron - I'm having a similar issue where a track (ID) can be "stolen" if a person crosses in front of another, even just a little bit. Do you have any suggestions for the parameters to adjust that could help this happen less? I don't understand all of the math and such in the kalman_filter.py.

ortegatron commented 5 years ago

I guess you need to ponderate more the appearance matching.