Tracking ID changes due to overlap in StrongSORT
dsnsabari opened this issue · 1 comments
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- I have searched the Yolov7_StrongSORT_OSNet issues and discussions and found no similar questions.
Yolov7_StrongSORT_OSNet Component
Tracking
Bug
When persons overlap, the track IDs are switched. When I debugged the code, it showed that the gating distance was low and that the OSNet feature was also similar to the overlapping person.
To resolve this issue, consider the scenario where person 1 and person 2 are wearing similar colored winter jackets. When person 1 is standing in front of the camera, and person 2 crosses and covers person 1 for a few frames, the tracking ID changes.
How can this issue be resolved?
Environment
Yolov7+StrongSort+OSNet
Minimal Reproducible Example
No response
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