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megvii-research/MOTRv2

End-to-end multi-object tracking system that combines transformer architecture with pretrained object detectors for video-based tracking.

483 stars Python Computer Vision
MOTRv2
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MOTRv2 is a computer vision system for multi-object tracking in video. It bootstraps an end-to-end tracker using a pretrained object detector (YOLOX) to generate detection proposals as anchors, improving upon prior end-to-end approaches. The system uses transformer-based architecture and achieves state-of-the-art performance on large-scale benchmarks like DanceTrack (73.4% HOTA) and BDD100K.

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