Top 15 multi-object-tracking open source projects

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Paper list and source code for multi-object-tracking

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Multi-person tracking with SSD and Sort

Official Implementation of "Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras"

A really more real-time adaptation of deep sort

Multi-person 3D panoramic localization tracking

A summary and list of open source 3D multi object tracking and datasets at this stage.

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

Repository for 2019 CVPR AI City Challenge Track 1 from IPL@UW

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

Fast MOT base on yolo+deepsort, support yolo3 and yolo4

MOTDT with Homography Matrix for Multi-Object Tracking

SiamMOT: Siamese Multi-Object Tracking