BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

machine-learning deep-learning yolo segmentation multi-object-tracking mot tensorrt tracking-by-detection mots multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort boosttrack oriented-bounding-box-tracking

• Updated Nov 12, 2026
• Python

PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair

tracker sort yolov5 norfair yolox bytetrack yolov6 yolov7 strongsort yolov8 ocsort

• Updated Feb 10, 2023
• Python

OcSort-Pip: Packaged version of the OcSort repository

sort object-detection object-tracker deepsort strongsort ocsort

• Updated Jan 6, 2023
• Python

对于单目相机使用YOLOv11和OCSORT对交通目标进行跟踪和测距。

distance-measures ocsort yolo11

• Updated Mar 6, 2026
• C++

Official implementation repository for the paper "Beyond the Survey: A Systematic Empirical Study of Detection and Association in Visual MOT", accepted for publication in Artificial Intelligence Review. We also provide source code for paper "Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking"

sort object-detection adaptive data-assimilation multi-object-tracking camera-motion ocsort bytetracker

• Updated Sep 14, 2026
• Python

Build and fine-tune vehicle counting systems with YOLO8 object detection and diverse tracking methods. Experiment with counting strategies: detection-only, line-based, vicinity-based. Tailor the system to your needs with adjustable hyperparameters and configurable lines. Explore the code,contribute innovations, and unleash automated counting today!

object-detection object-tracking vehicle-counting line-counting bytetrack yolov8 ocsort

• Updated Jul 23, 2025
• Python

End-to-end computer-vision pipeline that detects tennis players, estimates 18-keypoint body pose, tracks them across video with five multi-object trackers and classifies the shot being played.

computer-vision python3 pytorch ultralytics bytetrack strongsort ocsort botsort deepocsort yolov12 yolov26

• Updated Sep 9, 2026
• Jupyter Notebook

gradio object-tracking rag ocsort rag-pipeline gradio-python-app gradio-ui rtdetr-pytorch

• Updated May 18, 2026
• Python

Depth-based people detection and tracking with YOLO and SORT/OC-SORT

detection sort depth depth-camera people-detection tracking-by-detection yolov8 ocsort

• Updated Dec 10, 2025
• Python

python docker opencv kafka yolov8 ocsort rtmpose

• Updated Sep 16, 2024
• Python

Zero-dependency TypeScript multi-object tracking for browser and Node. Implements SORT, ByteTrack, and OC-SORT, validated against their reference Python implementations.

nodejs javascript typescript browser computer-vision sort zero-dependency object-tracking kalman-filter multi-object-tracking mot hungarian-algorithm tracking-by-detection bytetrack ocsort

• Updated Jul 14, 2026
• TypeScript