multi-object-tracking
There are 80 repositories under multi-object-tracking topic.
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Language:Python 13750mikel-brostrom / boxmot
BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models
Language:Python 7665- Language:Python 5188
ifzhang / FairMOT
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Language:Python 4102OpenDriveLab / UniAD
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
Language:Python 3917open-mmlab / mmtracking
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.
Language:Python 3788tryolabs / norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
Language:Python 2536xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
Language:Python 1779SpyderXu / multi-object-tracking-paper-list
Paper list and source code for multi-object-tracking
GeekAlexis / FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Language:Python 1193- Language:Jupyter Notebook 1048
- multi-object-tracker
adipandas / multi-object-tracker
Multi-object trackers in Python
Language:Python 690 megvii-research / MOTR
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
Language:Python 684- Language:Python 520
amazon-science / siam-mot
SiamMOT: Siamese Multi-Object Tracking
Language:Python 485Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
Language:Python 447[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
Language:Python 436holmescao / TOPICTrack
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
Language:Python 402HowieMa / DeepSORT_YOLOv5_Pytorch
DeepSORT + YOLOv5
Language:Python 370dvl-tum / mot_neural_solver
Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).
Language:Python 352hailanyi / 3D-Multi-Object-Tracker
A project for 3D multi-object tracking
Language:Python 349samuelmurray / tracking-by-detection
Multiple object tracking (MOT) algorithm implemented in C++
Language:C++ 348Zhongdao / UniTrack
[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
Language:Python 345SoccerNet / sn-gamestate
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
Language:Python 330- btrack
quantumjot / btrack
Bayesian multi-object tracking
Language:Python 318 corfyi / UCMCTrack
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
Language:Python 303MedChaabane / DEFT
Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.
Language:Python 273- Language:Python 264
appinho / SARosPerceptionKitti
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
Language:Python 249- SportsLabKit
AtomScott / SportsLabKit
A python package for turning sports video into csv files
Language:Jupyter Notebook 249 - Multi-Camera-Person-Tracking-and-Re-Identification
samihormi / Multi-Camera-Person-Tracking-and-Re-Identification
Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)
Language:Python 232 Demo on how to compute soccer ball possession automatically using AI.
Language:Python 226- multi-object-tracking-in-python
kharitonov-ivan / multi-object-tracking-in-python
📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
Language:Jupyter Notebook 210 levan92 / deep_sort_realtime
A really more real-time adaptation of deep sort
Language:Python 197JunaidCS032 / MOTBeyondPixels
Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)
Language:MATLAB 188
