multi-object-tracking

There are 86 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.
blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox
Language:Python 13878
mikel-brostrom / boxmot
BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models
strongsort bytetrack ocsort osnet deep-learning segmentation tensorrt tracking-by-detection yolo botsort deepocsort multi-object-tracking mot mots multi-object-tracking-segmentation improvedassociation boosttrack clip oriented-bounding-box-tracking machine-learning
Language:Python 7777
FoundationVision / ByteTrack
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
deployment multi-object-tracking pytorch real-time
Language:Python 5777
OpenDriveLab / UniAD
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
autonomous-driving end-to-end-autonomous-driving motion-prediction multi-object-tracking perception-prediction-planning bev-segmentation motion-planning occupancy-prediction autonomous-driving-framework
Language:Python 4298
ifzhang / FairMOT
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
multi-object-tracking one-shot-tracker joint-detection-and-tracking real-time
Language:Python 4186
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.
single-object-tracking video-object-detection multi-object-tracking video-instance-segmentation tracking
Language:Python 3813
tryolabs / norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
deepsort kalman-filter multi-object-tracking object-detection object-tracking pose-estimation python re-id re-identification tracking tracking-algorithm video-inference-loop video-tracking
Language:Python 2556
roboflow / trackers
A unified library for object tracking featuring clean room re-implementations of leading multi-object tracking algorithms
deep-sort multi-object-tracking reidentification sort
Language:Python 2155
xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
2d-mot-evaluation 3d-mot 3d-multi 3d-multi-object-tracking 3d-tracking computer-vision evaluation evaluation-metrics kitti kitti-3d machine-learning multi-object-tracking real-time robotics tracking
Language:Python 1791
SpyderXu / multi-object-tracking-paper-list
Paper list and source code for multi-object-tracking
code multi-object-tracking papers
1691
NirAharon / BoT-SORT
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
multi-object-tracking pytorch yolov7 yolox multi-object-tracker multi-pedestrian-tracking tracking-by-detection
Language:Jupyter Notebook 1241
GeekAlexis / FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
jetson multi-object-tracking tensorrt real-time reid object-detection deep-sort computer-vision yolov4 ssd yolov3 people-counter scaledyolov4 edge-computing lucas-kanade video-analysis deep-learning
Language:Python 1196
megvii-research / MOTR
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
end-to-end multi-object-tracking pytorch transformer
Language:Python 743
multi-object-tracker
adipandas / multi-object-tracker
Multi-object trackers in Python
caffe computer-vision deep-learning iou-tracker multi-object-tracking neural-network object-detection object-tracking opencv python python3 ssd-mobilenet tensorflow tracker yolo yolov3
Language:Python 692
wmuron / motpy
Library for tracking-by-detection multi object tracking implemented in python
hungarian-algorithm kalman-filter multi-object-tracking multiple-object-tracking object-tracking raspberry-pi tracking-by-detection
Language:Python 531
yihongXU / deepMOT
Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)
deep-learning multi-object-tracking python pytorch
497
amazon-science / siam-mot
SiamMOT: Siamese Multi-Object Tracking
computer-vision multi-object-tracking video-analysis
Language:Python 487
mikel-brostrom / Yolov7_StrongSORT_OSNet
Real-time multi-object tracker using YOLOv7 and StrongSORT with OSNet
multi-camera-tracking multi-object-tracking osnet yolov7 strongsort
Language:Python 472
holmescao / TOPICTrack
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
mot multi-object-tracking yolox pytorch re-id
Language:Python 447
megvii-research / MOTRv2
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
end-to-end multi-object-tracking pytorch transformer
Language:Python 446
MCG-NJU / MOTIP
[CVPR 2025] Multiple Object Tracking as ID Prediction
computer multi-object-tracking multiple-object-tracking tracking
Language:Python 398
HowieMa / DeepSORT_YOLOv5_Pytorch
DeepSORT + YOLOv5
deepsort multi-object-tracking pytorch simple-online-and-realtime-tracking yolov5 yolov5-deepsort-pytorch
Language:Python 386
hailanyi / 3D-Multi-Object-Tracker
A project for 3D multi-object tracking
kitti 3d-object-tracking multi-object-tracking
Language:Python 371
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).
object-tracking single-object-tracking multi-object-tracking multi-object-tracking-segmentation multi-object-tracker multi-object-track pose-tracking video-object-segmentation video-object-tracking video-instance-segmentation tracking-by-detection
Language:Python 351
samuelmurray / tracking-by-detection
Multiple object tracking (MOT) algorithm implemented in C++
multi-object-tracking tracking-by-detection
Language:C++ 350
dvl-tum / mot_neural_solver
Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).
graph-neural-networks multi-object-tracking pytorch
Language:Python 349
corfyi / UCMCTrack
[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.
object-tracking camera-calibration computer-vision tracking aaai2024 multi-object-tracking multiple-object-tracking
Language:Python 344
SoccerNet / sn-gamestate
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
bird-eye-view detection multi-object-tracking re-identification soccer soccernet sports sports-analytics tracking video-understanding
Language:Python 344
btrack
quantumjot / btrack
Bayesian multi-object tracking
tracking-algorithm object-tracking kalman-filter optimization bayesian multi-object-tracking cell-tracking btrack
Language:Python 329
SportsLabKit
AtomScott / SportsLabKit
A python package for turning sports video into csv files
soccer tracking football data-science python computer-vision sports sports-analytics multi-object-tracking multiobject-tracking
Language:Jupyter Notebook 277
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.
multi-object-tracking joint-detection-and-tracking tracking-by-detection
Language:Python 277
tryolabs / soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
classification multi-object-tracking object-detection soccer tracking video-analytics norfair camera-motion ball-possession
Language:Python 272
nightmaredimple / libmot
A Library of Multi-Object Tracking
multi-object-tracking
Language:Python 263
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)
tracking person-reid object-detection yolov3 yolov4 multi-object-tracking joint-detection-and-tracking yolo identification pedestrian reid
Language:Python 255
appinho / SARosPerceptionKitti
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
ros ros-kinetic ros-packages rviz rosbag semantic-segmentation sensor-fusion multi-object-tracking cpp python unscented-kalman-filter dbscan kitti-dataset ros-node ros-nodes deep-learning deeplab object-detection evaluation kitti
Language:Python 251
levan92 / deep_sort_realtime
A really more real-time adaptation of deep sort
computer-vision deep-sort-tracking deepsort multi-object-tracking pytorch tracking
Language:Python 235