An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

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

SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

A General Tracking Framework for ML-based Time-Symmetric Tracking.

yolox-bytetrack-sampleのマルチクラス拡張版

Multiple Object Tracking as ID Prediction

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Advancing Robot Person Following with Multi-Object Tracking and Dynamic ID Switching

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Revolutionizing security by detecting and tracking vehicles and individuals, enabling real-time access management with just a click.

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet

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.

A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.

SFSORT: Scene Features-based Simple Online Real-Time Tracker

ByteTrack + ROS 2

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

AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can track anything which detect Yolov8.