Trending repositories for topic multi-object-tracking
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
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.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
Demo on how to compute soccer ball possession automatically using AI.
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
Demo on how to compute soccer ball possession automatically using AI.
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
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.
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
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.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
Demo on how to compute soccer ball possession automatically using AI.
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-...
A modular end-to-end tracking framework for research and development
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
Library for tracking-by-detection multi object tracking implemented in python
Lightweight Python library for adding real-time multi-object tracking to any detector.
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
Demo on how to compute soccer ball possession automatically using AI.
[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-...
A modular end-to-end tracking framework for research and development
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Library for tracking-by-detection multi object tracking implemented in python
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.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Lightweight Python library for adding real-time multi-object tracking to any detector.
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
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.
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
Lightweight Python library for adding real-time multi-object tracking to any detector.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Demo on how to compute soccer ball possession automatically using AI.
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-...
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
Demo on how to compute soccer ball possession automatically using AI.
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.
[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-...
A modular end-to-end tracking framework for research and development
An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.
C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
[ECCV 2024] BUSCA: "Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking"
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
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.
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
Lightweight Python library for adding real-time multi-object tracking to any detector.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
Demo on how to compute soccer ball possession automatically using AI.
A modular end-to-end tracking framework for research and development
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation
[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
A modular end-to-end tracking framework for research and development
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.
AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can t...
C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation
Demo on how to compute soccer ball possession automatically using AI.
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.
Official Code for "EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View"
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.