Trending repositories for topic multi-object-tracking

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

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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.

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

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

A python package for turning sports video into csv files

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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

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

A python package for turning sports video into csv files

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

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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.

[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.

[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

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

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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

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

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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

A python package for turning sports video into csv files

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

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

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

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

Lightweight Python library for adding real-time multi-object tracking to any detector.

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.

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

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

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

A python package for turning sports video into csv files

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

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

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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

[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

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

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Lightweight Python library for adding real-time multi-object tracking to any detector.

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.

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

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

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

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.

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

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

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)

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

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

[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

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

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

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.

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

Multiple Object Tracking as ID Prediction

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

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)

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

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.

[CVPR 2023] Unifying Short and Long-Term Tracking with Graph Hierarchies

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

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

A really more real-time adaptation of deep sort

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

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

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

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

[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-...

[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

[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

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

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

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

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

Multiple Object Tracking as ID Prediction

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

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

DeepSORT + YOLOv5

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

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

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

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

[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"

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

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

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

Official Repo For "RockTrack"

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

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

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

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

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

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

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

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

A python package for turning sports video into csv files

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

BoT-SORT: Robust Associations Multi-Pedestrian Tracking