Yolov7_StrongSORT_OSNet

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet (by mikel-brostrom)

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  • Multicamera ReID
    1 project | /r/computervision | 13 Mar 2023
    I have several cameras that stream via multiprocessing frames. With yolov7 I detect persons. Now I want to track and re-identify these persons across all streams. From the multiprocessing point of view this is no problem (shared list) but I don't know which method I can/should use. I tried something with StrongSort but there is a Kalman filter in it which would iritate the model because of wrong positions and velocities. Can someone help me? At the moment this StrongSort algorithm from Github works great. But the ReID does not take place logically there across streams.

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Basic Yolov7_StrongSORT_OSNet repo stats
1
388
1.0
about 2 months ago

mikel-brostrom/Yolov7_StrongSORT_OSNet is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.

The primary programming language of Yolov7_StrongSORT_OSNet is Python.


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