BoxMOT: A collection of SOTA real-time, multi-object trackers for object detectors

This repo contains a collections of state-of-the-art multi-object trackers. Supported ones at the moment are: DeepOCSORT , BoTSORT , StrongSORT, OCSORT and ByteTrack. DeepOCSORT, BoTSORT and StrongSORT are based on motion + appearance description; OCSORT and ByteTrack are based on motion only. For the methods using appearance description, lightweight state-of-the-art ReID models (LightMBN, OSNet and more) are downloaded automatically as well.

We provide examples on how to use this package together with popular object detection models. Right now Yolov8, Yolo-NAS and YOLOX are available.