awesome-multiple-object-tracking

Resources for Multiple Object Tracking (MOT)
https://github.com/luanshiyinyang/awesome-multiple-object-tracking

Last synced: about 14 hours ago
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综述论文
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算法论文
- **2022**
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- **2023**
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- **2021**
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  - [code - Paper.pdf)] **NeurIPS2021**
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- **2020**
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- **2019**
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- **2018**
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  - [code - Object_Tracking_ECCV_2018_paper.pdf)
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- **2017**
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  - [code - berlin.de/typo3/files/1517Bochinski2017.pdf)
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  - [code - Markovian_Globally_Consistent_ICCV_2017_paper.pdf)
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- **2016**
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- **2024**
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- 2025
  - [paper - MOT)] **ICLR 2025**
  - [paper - NJU/MOTIP)] **CVPR 2025**
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数据集
- Waymo
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  - Waymo
  - Waymo
- MOT Challenge
- UA-DETRAC
  - UA-DETRAC
  - UA-DETRAC
- WILDTRACK
  - WILDTRACK
- NVIDIA AI CITY Challenge
  - NVIDIA AI CITY Challenge
- KITTI-Tracking
  - KITTI-Tracking
- APOLLOSCAPE
  - APOLLOTracking
  - metric
- TAO
  - TAO: A Large-Scale Benchmark for Tracking Any Object
  - TAO
- Omni-MOT
  - Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking - DETRAC的210倍，Bbox数量是UA-DETRAC的30倍。下图是该数据集的结构情况：
  - Omni-Dataset
- GMOT-40
  - GMOT-40: A Benchmark for Generic Multiple Object Tracking
- BDD100K
- VisDrone
  - 百度云 - qX2d-P1Xr64ke6nTdlm33om1VxCUTSh/view)
  - 百度云 - qhsF1NwS4Bv3KYa4Wu)
  - 百度云
  - Github
  - 百度云
- Path Track
  - Path Track
- JTA Dataset
  - JTA - key 才能下载。
  - JTA_tools
- PETS 2009 Benchmark Data
  - PETS 2009 Benchmark Data
- TAO-OW
  - https://openworldtracking.github.io/
- SoccerNet Tracking
  - 地址url
评估指标
- SoccerNet Tracking
  - SQE: a Self Quality Evaluation Metric for Parameters Optimization in Multi-Object Tracking
  - Evaluation code
课程
- MOT20
  - 链接
工具箱
- MOT20
  - Github地址

Programming Languages

Python 46 C++ 3 MATLAB 2 Jupyter Notebook 2 Matlab 2

Categories

算法论文 107 数据集 64 综述论文 11 评估指标 2 工具箱 1 课程 1

Sub Categories

Waymo 35 **2020** 28 **2021** 25 **2022** 11 **2023** 9 **2018** 8 **2019** 8 **2017** 7 **2024** 6 VisDrone 5 SoccerNet Tracking 3 MOT Challenge 3 2025 3 BDD100K 3 APOLLOSCAPE 2 JTA Dataset 2 Omni-MOT 2 MOT20 2 UA-DETRAC 2 TAO 2 **2016** 2 TAO-OW 1 NVIDIA AI CITY Challenge 1 Path Track 1 PETS 2009 Benchmark Data 1 KITTI-Tracking 1 GMOT-40 1 WILDTRACK 1

Keywords

multi-object-tracking 14 tracking 8 deep-learning 6 pytorch 6 tracking-by-detection 5 object-tracking 5 computer-vision 5 multi-object-tracker 4 mot 4 multiple-object-tracking 4 multi-pedestrian-tracking 3 joint-detection-and-tracking 3 object-detection 3 real-time 3 python 2 multi-object-tracking-segmentation 2 transformers 2 single-object-tracking 2 autonomous-driving 2 video-instance-segmentation 2 graph-neural-networks 2 tracker 2 robotics 1 online-tracking 1 rrc-network 1 object-tracker 1 monocular-vehicle-tracking 1 monocular-object-tracking 1 kitti-tracking 1 kitti-dataset 1 kitti 1 stereo-vision 1 research-project 1 research 1 autonomous-vehicles 1 3d-vision 1 one-shot-tracker 1 deployment 1 ua-detrac 1 iou-tracker 1 evaluation 1 detrac 1 demo-script 1 online-mot 1 multi-person-tracking 1 dual-matching-attention-network 1 dman 1 segmentation 1 neurips-2021 1 mots 1