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.
☆3,863Sep 19, 2023Updated 2 years ago
Alternatives and similar repositories for mmtracking
Users that are interested in mmtracking are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking☆4,233Sep 19, 2023Updated 2 years ago
- Visual tracking library based on PyTorch.☆3,495Aug 8, 2024Updated last year
- [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box☆6,170Jun 19, 2024Updated last year
- OpenMMLab Detection Toolbox and Benchmark☆32,507Aug 21, 2024Updated last year
- Simultaneous object detection and tracking using center points.☆2,474Jun 17, 2024Updated last year
- [CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust t…☆1,043Dec 15, 2025Updated 3 months ago
- Joint Detection and Embedding for fast multi-object tracking☆2,443Dec 29, 2021Updated 4 years ago
- BoxMOT: Pluggable SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes☆8,068Updated this week
- SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.☆4,587Jun 22, 2025Updated 9 months ago
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆10,391Jun 8, 2025Updated 9 months ago
- Multiple Object Tracking with Transformer☆673Apr 30, 2023Updated 2 years ago
- Resources for Multiple Object Tracking (MOT)☆1,453Oct 7, 2025Updated 5 months ago
- OpenMMLab Computer Vision Foundation☆6,415Jan 29, 2026Updated last month
- HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).☆1,204Jul 3, 2024Updated last year
- SOTA Re-identification Methods and Toolbox☆3,871Jul 30, 2024Updated last year
- Simple Online Realtime Tracking with a Deep Association Metric☆6,093Mar 2, 2025Updated last year
- Single object tracking and segmentation.☆514Feb 8, 2026Updated last month
- MOT using deepsort and yolov3 with pytorch☆3,015Jul 16, 2024Updated last year
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆9,672Aug 13, 2024Updated last year
- [TMM 2023] StrongSORT: Make DeepSORT Great Again☆924May 28, 2024Updated last year
- OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark☆4,951Updated this week
- [CVPR2022] DanceTrack: Multiple Object Tracking in Uniform Appearance and Diverse Motion☆447Updated this week
- BoT-SORT: Robust Associations Multi-Pedestrian Tracking☆1,378Aug 8, 2024Updated last year
- End-to-End Object Detection with Transformers☆15,166Mar 12, 2024Updated 2 years ago
- OpenMMLab's next-generation platform for general 3D object detection.☆6,327Jul 10, 2024Updated last year
- [ECCV'22 Oral] Towards Grand Unification of Object Tracking☆952Oct 17, 2022Updated 3 years ago
- (2020-2022)The PyTorch version of SiamFC,SiamRPN,DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean…☆1,610Oct 26, 2023Updated 2 years ago
- [ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer☆790Jan 15, 2024Updated 2 years ago
- Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-ti…☆14,130Updated this week
- [ECCV'20] Ocean: Object-aware Anchor-Free Tracking☆621Aug 7, 2023Updated 2 years ago
- Jupyter notebook tutorials for MMTracking☆128May 6, 2022Updated 3 years ago
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,223Mar 16, 2026Updated last week
- Object detection, 3D detection, and pose estimation using center point detection:☆7,551Mar 2, 2023Updated 3 years ago
- Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)☆562Sep 10, 2021Updated 4 years ago
- OpenMMLab Pre-training Toolbox and Benchmark☆3,840Nov 1, 2024Updated last year
- MIM Installs OpenMMLab Packages☆379Nov 24, 2023Updated 2 years ago
- [CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal☆1,347Apr 30, 2023Updated 2 years ago
- Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)☆404Nov 15, 2022Updated 3 years ago
- Two-stage CenterNet☆1,221Nov 20, 2022Updated 3 years ago