Simple, online, and realtime tracking of multiple objects in a video sequence.

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

Official Implementation of CVPR24 highligt paper: Matching Anything by Segmenting Anything

[CVPR 2024 Highlight] Official PyTorch implementation of SpatialTracker: Tracking Any 2D Pixels in 3D Space

Lightweight Python library for adding real-time multi-object tracking to any detector.

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

Simple Online Realtime Tracking with a Deep Association Metric

[TMM 2023] StrongSORT: Make DeepSORT Great Again

Multi-Object Tracking with Uncertain Detections [ECCV 2024 UnCV]

This is an official implementation for "Video Swin Transformers".

Joint Detection and Embedding for fast multi-object tracking

Visual tracking library based on PyTorch.

Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Efficient Track Anything