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mikel-brostrom/boxmot

A powerful multi-object tracking library with modular SOTA tracking modules for segmentation, detection, and pose estimation.

8.0K
Active
Python
Computer Vision
CLI Tools
Python
#multi-object-tracking#segmentation#object-detection

open-mmlab/mmtracking

An open-source video perception toolbox for object detection, tracking, and instance segmentation tasks.

3.9K
Archived
Python
Computer Vision
API Frameworks
Python
#multi-object-tracking#single-object-tracking#video-instance-segmentation

Zhongdao/Towards-Realtime-MOT

A fast and accurate multi-object tracking library for real-time applications.

2.4K
Archived
Python
Computer Vision
Python
#multi-object-tracking#real-time#computer-vision

xinshuoweng/AB3DMOT

An open-source Python implementation for 3D multi-object tracking, with KITTI benchmarking and new evaluation metrics.

1.8K
Archived
Python
Computer Vision
API Frameworks
#3d-object-tracking#computer-vision#robotics

cheind/py-motmetrics

A Python library for benchmarking multiple object trackers (MOT) that can be used in computer vision applications.

1.5K
Experimental
Python
Computer Vision
Testing
#benchmark#object-detection#object-tracking

Sharpiless/Yolov5-deepsort-inference

A Python library that uses YOLOv5 and DeepSort to implement vehicle and pedestrian tracking and counting.

1.5K
Archived
Python
Computer Vision
API Frameworks
#object-detection#tracking#computer-vision

luanshiyinyang/awesome-multiple-object-tracking

This GitHub repository provides a curated collection of resources for developing Multiple Object Tracking (MOT) applications.

1.5K
Stable
Object Detection & Tracking
Tutorials & Courses
#object-tracking#computer-vision#machine-learning

JonathonLuiten/TrackEval

A Python library for evaluating multi-object tracking algorithms using HOTA and other metrics.

1.2K
Archived
Python
Computer Vision
#tracking#evaluation#metrics

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