trackers
Python library of multi-object tracking algorithms for any detector
What it is
A Python library that rebuilds six trackers from scratch, namely ByteTrack, SORT, McByte, OC-SORT, C-BIoU and BoT-SORT, all called through one shared update interface. It takes bounding boxes from any detection model via supervision Detections and assigns stable track IDs across video frames. A CLI runs detection and tracking on videos, webcams or RTSP streams, computes HOTA, CLEAR and identity metrics, and tunes hyperparameters with Optuna. Computer vision engineers and researchers add it to detection pipelines to follow objects through occlusion and camera motion.