multi-object-tracker
ByteTrack
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| multi-object-tracker | ByteTrack | |
|---|---|---|
| 4 | 6 | |
| 610 | 3,105 | |
| - | - | |
| 3.9 | 5.4 | |
| 4 months ago | 26 days ago | |
| Python | Python | |
| MIT License | MIT License |
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multi-object-tracker
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Tracking mentions began in Dec 2020.
ByteTrack
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Multi Object Tracking from moving camera
Thanks for the suggestion! Unfortunately, unitrack code doesn't support custom data evaluation. I've found Bytetrack to be useful for my current task.
- Object tracking in videos?
- [R] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
What are some alternatives?
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
classy-sort-yolov5 - Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
FairMOT - [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
Kornia - Open Source Differentiable Computer Vision Library
Face Recognition - The world's simplest facial recognition api for Python and the command line
mmtracking - 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.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
OpenCV - Open Source Computer Vision Library
yolov8_tracking - Real-time multi-object tracking and segmentation using YOLOv8 with DeepOCSORT and OSNet