awesome-multiple-object-tracking
Resources for Multiple Object Tracking (MOT)
https://github.com/luanshiyinyang/awesome-multiple-object-tracking
Last synced: 4 days ago
JSON representation
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综述论文
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算法论文
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**2022**
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**2021**
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**2023**
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**2020**
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**2019**
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**2018**
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**2017**
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**2016**
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**2024**
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2025
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数据集
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MOT Challenge
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UA-DETRAC
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WILDTRACK
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NVIDIA AI CITY Challenge
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TAO
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GMOT-40
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KITTI-Tracking
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APOLLOSCAPE
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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
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BDD100K
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Waymo
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VisDrone
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JTA Dataset
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Path Track
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PETS 2009 Benchmark Data
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TAO-OW
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评估指标
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课程
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MOT20
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Programming Languages
Sub Categories
Waymo
34
**2021**
27
**2020**
27
**2022**
11
**2023**
9
**2018**
7
**2019**
7
**2017**
7
**2024**
6
VisDrone
5
BDD100K
3
**2016**
3
2025
3
MOT Challenge
3
TAO
2
APOLLOSCAPE
2
JTA Dataset
2
Omni-MOT
2
UA-DETRAC
2
GMOT-40
1
KITTI-Tracking
1
PETS 2009 Benchmark Data
1
Path Track
1
SoccerNet Tracking
1
TAO-OW
1
NVIDIA AI CITY Challenge
1
MOT20
1
WILDTRACK
1
Keywords
multi-object-tracking
15
tracking
7
pytorch
7
computer-vision
6
deep-learning
6
tracking-by-detection
5
multi-object-tracker
4
multiple-object-tracking
4
object-tracking
4
multi-pedestrian-tracking
3
joint-detection-and-tracking
3
real-time
3
mot
3
python
2
object-detection
2
transformers
2
multi-object-tracking-segmentation
2
graph-neural-networks
2
kitti-tracking
1
monocular-object-tracking
1
monocular-vehicle-tracking
1
object-tracker
1
kitti-dataset
1
kitti
1
message-passing
1
graph-attention-networks
1
large-vocabulary
1
ua-detrac
1
tracker
1
iou-tracker
1
evaluation
1
detrac
1
demo-script
1
yolox
1
yolov7
1
video-object-segmentation
1
single-object-tracking
1
video-instance-segmentation
1
segmentation
1
neurips-2021
1
mots
1
deployment
1
video-analysis
1
transformer
1
end-to-end
1
stereo-vision
1
research-project
1
research
1
autonomous-vehicles
1
autonomous-driving
1