Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.
BAM-SORT: A state-of-the-art multi-object tracking algorithm using bottom edge cost matrix and activated trajectory matching for robust tracking in crowded and occlusion-heavy environments. Excelling in benchmarks like MOT17, MOT20, and DanceTrack.
ARC-SORT: training-free multi-object tracking for fast motion under moving cameras (arXiv:2610.22306)
Comparative analysis of DeepOCSORT, StrongSORT, and ByteTrack for robust tracking under heavy occlusion.
Multiple Object Tracking problem with DanceTrack dataset
ReEKF-SORT source release for online multi-object occlusion tracking with causal motion prediction and confidence-continuity association.