multi-object-tracking
There are 213 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.
mikel-brostrom/boxmot
BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models
FoundationVision/ByteTrack
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
OpenDriveLab/UniAD
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
ifzhang/FairMOT
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
open-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.
tryolabs/norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
roboflow/trackers
A unified library for object tracking featuring clean room re-implementations of leading multi-object tracking algorithms
xinshuoweng/AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
SpyderXu/multi-object-tracking-paper-list
Paper list and source code for multi-object-tracking
NirAharon/BoT-SORT
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
GeekAlexis/FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
megvii-research/MOTR
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
adipandas/multi-object-tracker
Multi-object trackers in Python
wmuron/motpy
Library for tracking-by-detection multi object tracking implemented in python
yihongXU/deepMOT
Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)
amazon-science/siam-mot
SiamMOT: Siamese Multi-Object Tracking
mikel-brostrom/Yolov7_StrongSORT_OSNet
Real-time multi-object tracker using YOLOv7 and StrongSORT with OSNet
holmescao/TOPICTrack
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
megvii-research/MOTRv2
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
MCG-NJU/MOTIP
[CVPR 2025] Multiple Object Tracking as ID Prediction
HowieMa/DeepSORT_YOLOv5_Pytorch
DeepSORT + YOLOv5
hailanyi/3D-Multi-Object-Tracker
A project for 3D multi-object tracking
Zhongdao/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).
dvl-tum/mot_neural_solver
Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).
samuelmurray/tracking-by-detection
Multiple object tracking (MOT) algorithm implemented in C++
corfyi/UCMCTrack
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
SoccerNet/sn-gamestate
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
quantumjot/btrack
Bayesian multi-object tracking
AtomScott/SportsLabKit
A python package for turning sports video into csv files
MedChaabane/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.
tryolabs/soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
nightmaredimple/libmot
A Library of Multi-Object Tracking
samihormi/Multi-Camera-Person-Tracking-and-Re-Identification
Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)
appinho/SARosPerceptionKitti
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
levan92/deep_sort_realtime
A really more real-time adaptation of deep sort