Trending repositories for topic multi-object-tracking

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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

[CVPR 2023 Best Paper Award] Planning-oriented 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

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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.

[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

[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"

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.

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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

A modular end-to-end tracking framework for research and development

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

SFSORT: Scene Features-based Simple Online Real-Time Tracker

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Multiple Object Tracking as ID Prediction

[ECCV 2024] Beyond MOT: Semantic Multi-Object Tracking

C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation

DeepSORT + YOLOv5

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"

SFSORT: Scene Features-based Simple Online Real-Time Tracker

[ECCV 2024] Beyond MOT: Semantic Multi-Object Tracking

A modular end-to-end tracking framework for research and development

Multiple Object Tracking as ID Prediction

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

DeepSORT + YOLOv5

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.

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.

[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.

[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

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for 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.

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[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.

[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

Multiple Object Tracking as ID Prediction

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

SFSORT: Scene Features-based Simple Online Real-Time Tracker

A modular end-to-end tracking framework for research and development

Demo on how to compute soccer ball possession automatically using AI.

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

[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"

SFSORT: Scene Features-based Simple Online Real-Time Tracker

Multiple Object Tracking as ID Prediction

A modular end-to-end tracking framework for research and development

[ECCV 2024] Beyond MOT: Semantic Multi-Object Tracking

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Demo on how to compute soccer ball possession automatically using AI.

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...

Multi-Object Tracking with Uncertain Detections [ECCV 2024 UnCV]

[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

[NeurIPS 2022] Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term 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-...

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

A python package for turning sports video into csv files

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

Official Code for "EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View"

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Multiple Object Tracking as ID Prediction

A modular end-to-end tracking framework for research and development

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"

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...

Multi-Object Tracking with Uncertain Detections [ECCV 2024 UnCV]

SFSORT: Scene Features-based Simple Online Real-Time Tracker

Official Repo For "RockTrack"

[ECCV 2024] BUSCA: "Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking"

[ECCV 2024] Beyond MOT: Semantic 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.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

[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.

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

[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

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

Demo on how to compute soccer ball possession automatically using AI.

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

Multiple Object Tracking as ID Prediction

DeepSORT + YOLOv5

A modular end-to-end tracking framework for research and development

Official Repo For IROS 2023 Accepted Paper "Poly-MOT"

[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

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Multiple Object Tracking as ID Prediction

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"

A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.

Official Repo For "RockTrack"

C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Demo on how to compute soccer ball possession automatically using AI.

Official Repo For IROS 2023 Accepted Paper "Poly-MOT"

Official Code for "EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View"

Official PyTorch implementation of SparseTrack (the new version of code will come soon)

[ICCV 2023] SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

[ICCV 2023] ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking

A python package for turning sports video into csv files

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

A really more real-time adaptation of deep sort

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.