CODEWITHSUNDEEP
pythoncomputer-visionyolov4
Kush Khamesra
Kush Khamesra

Reputation: 11

Object Tracking with YOLOv4 and DeepSORT: Merging Results from Two Videos

I'm working on a project where I use YOLOv4 for object detection and DeepSORT for tracking objects in videos. Initially, I process the first part of the video and successfully track objects.

Now, I need to extend this tracking to a second part of the video, ensuring continuity for objects detected in both videos. I'm struggling with the merging process and maintaining consistency between the two runs of the object tracker.

So far, I've looked into saving the tracks of objects that have track.is_confirmed equal to True but I don't think I'm doing it right as track.feature is always empty. I don't know what information I need to save or how to load the correct information.

Can someone guide me on the best approach for merging the results of the object tracker between two videos using YOLOv4 and DeepSORT? Any insights, code examples, or suggestions would be greatly appreciated.

Thank you!

Edit: https://github.com/theAIGuysCode/yolov4-deepsort is where I'm getting the code from.

Upvotes: 0

Views: 278

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