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Projects in Awesome Lists tagged with multi-object-tracking

A curated list of projects in awesome lists tagged with multi-object-tracking .

https://github.com/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

Last synced: 12 May 2025

https://github.com/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

Last synced: 20 Mar 2025

https://github.com/ifzhang/bytetrack

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

deployment multi-object-tracking pytorch real-time

Last synced: 14 May 2025

https://github.com/ifzhang/ByteTrack

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

deployment multi-object-tracking pytorch real-time

Last synced: 14 Mar 2025

https://github.com/ifzhang/fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

joint-detection-and-tracking multi-object-tracking one-shot-tracker real-time

Last synced: 14 May 2025

https://github.com/ifzhang/FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

joint-detection-and-tracking multi-object-tracking one-shot-tracker real-time

Last synced: 14 Mar 2025

https://github.com/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.

multi-object-tracking single-object-tracking tracking video-instance-segmentation video-object-detection

Last synced: 14 May 2025

https://github.com/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

Last synced: 12 Jun 2025

https://github.com/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

Last synced: 15 May 2025

https://github.com/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

Last synced: 20 Mar 2025

https://github.com/SpyderXu/multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

code multi-object-tracking papers

Last synced: 14 Mar 2025

https://github.com/megvii-research/MOTR

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

end-to-end multi-object-tracking pytorch transformer

Last synced: 20 Mar 2025

https://github.com/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

Last synced: 16 May 2025

https://github.com/yihongXU/deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

deep-learning multi-object-tracking python pytorch

Last synced: 05 May 2025

https://github.com/amazon-science/siam-mot

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

Last synced: 05 Apr 2025

https://github.com/mikel-brostrom/yolov7_strongsort_osnet

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet

multi-camera-tracking multi-object-tracking osnet strongsort yolov7

Last synced: 04 Apr 2025

https://github.com/mikel-brostrom/Yolov7_StrongSORT_OSNet

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet

multi-camera-tracking multi-object-tracking osnet strongsort yolov7

Last synced: 20 Mar 2025

https://github.com/megvii-research/MOTRv2

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

end-to-end multi-object-tracking pytorch transformer

Last synced: 20 Mar 2025

https://github.com/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

Last synced: 20 Mar 2025

https://github.com/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).

multi-object-track multi-object-tracker multi-object-tracking multi-object-tracking-segmentation object-tracking pose-tracking single-object-tracking tracking-by-detection video-instance-segmentation video-object-segmentation video-object-tracking

Last synced: 07 Apr 2025

https://github.com/hailanyi/3D-Multi-Object-Tracker

A project for 3D multi-object tracking

3d-object-tracking kitti multi-object-tracking

Last synced: 20 Mar 2025

https://github.com/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

Last synced: 31 Mar 2025

https://github.com/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.

joint-detection-and-tracking multi-object-tracking tracking-by-detection

Last synced: 20 Mar 2025

https://github.com/nightmaredimple/libmot

A Library of Multi-Object Tracking

multi-object-tracking

Last synced: 05 May 2025

https://github.com/kharitonov-ivan/multi-object-tracking-in-python

📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍

filter multi-object-tracking phd pmbm tracker tracking

Last synced: 12 Aug 2025

https://github.com/rainbowluocs/diffusiontrack

[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-to-tracking diffusion process.

diffusion multi-object-tracking object-detection tracking

Last synced: 13 Oct 2025

https://github.com/tobiasfshr/MOTSFusion

MOTSFusion: Track to Reconstruct and Reconstruct to Track

motsfusion multi-object-tracking reconstruction segmentation

Last synced: 20 Mar 2025

https://github.com/lixiaoyu2000/Poly-MOT

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

autonomous-vehicles multi-object-tracking tracking

Last synced: 20 Mar 2025

https://github.com/viplix3/BoTSORT-cpp

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

computer-vision cpp kalman-filter multi-object-tracking reid

Last synced: 18 Mar 2025

https://github.com/hustvl/sparsetrack

Official PyTorch implementation of SparseTrack

multi-object-tracking object-detection object-tracking

Last synced: 05 Apr 2025

https://github.com/MCG-NJU/SportsMOT

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

competition dataset mot multi-object-tracking

Last synced: 23 Apr 2025

https://github.com/MCG-NJU/MeMOTR

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

computer-vision deep-learning multi-object-tracking tracking

Last synced: 20 Mar 2025

https://github.com/hustvl/SparseTrack

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

multi-object-tracking object-detection object-tracking

Last synced: 20 Mar 2025

https://github.com/megvii-research/MCTrack

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

autonomous-driving kitti-dataset multi-object-tracking nuscenes tracking-by-detection waymo-open-dataset

Last synced: 26 Apr 2025

https://github.com/tensorturtle/classy-sort-yolov5

Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.

mot multi-object-tracking tracker yolo yolov5

Last synced: 01 Mar 2026

https://github.com/aljosaosep/ciwt

This repository contains code for the tracking system as described in ''Combined Image- and World-Space Tracking in Traffic Scenes'', ICRA 2017.

3d-vision autonomous-driving autonomous-vehicles computer-vision multi-object-tracking research research-project stereo-vision tracking

Last synced: 18 Mar 2025

https://github.com/tiev-tongji/LIMOT

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

lidar-inertial-odometry multi-object-tracking

Last synced: 03 Mar 2025

https://github.com/kazuhito00/mot-tracking-by-detection-pipeline

Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

bytetrack centernet efficientdet face-recognition face-reidentification mediapipe mot motpy multi-object-tracking nanodet norfair person-reidentification ssd tracking-by-detection yolox

Last synced: 16 Mar 2025

https://github.com/HYUNJS/SGT

[WACV-2023] Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker

graph-neural-network joint-detection-and-tracking multi-object-tracking real-time

Last synced: 05 May 2025

https://github.com/licksylick/AutoTrackAnything

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 track anything which detect Yolov8.

mobilesam multi-object-tracker multi-object-tracking re-id re-identification reid sam segment-anything track-anything tracking tracking-by-detection xmem yolov8

Last synced: 08 Jul 2025

https://github.com/lorenzovaquero/BUSCA

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

artificial-intelligence computer-vision eccv machine-learning multi-object-tracking paper pytorch real-time tracking

Last synced: 20 Mar 2025

https://github.com/kazuhito00/yolox-bytetrack-sample

YOLOXとByteTrackを用いたMOT(Multiple Object Tracking)のPythonサンプル

bytetrack mot multi-object-tracking onnx python yolox

Last synced: 22 Jul 2025

https://github.com/ocetintas/MPNTrackSeg

"Multi-Object Tracking and Segmentation via Neural Message Passing" (IJCV 2022) - Official Implementation

graph-neural-networks multi-object-tracking neural-message-passing segmentation

Last synced: 20 Mar 2025

https://github.com/nemonameless/PaddleDetection_YOLOv5

🚀🚀🚀 YOLOv5 of PaddleDetection, Paddle implementation of YOLOv5

conputer-vision multi-object-tracking object-detection paddledetection paddlepaddle yolo yolov5 yolov6 yolov7

Last synced: 20 Apr 2025

https://github.com/nemonameless/paddledetection_yolov5

🚀🚀🚀 YOLOv5 of PaddleDetection, Paddle implementation of YOLOv5

conputer-vision multi-object-tracking object-detection paddledetection paddlepaddle yolo yolov5 yolov6 yolov7

Last synced: 09 Apr 2025

https://github.com/mantyni/Multi-object-detection-lego

Multi object detection of lego bricks in a dataset generated using using blender.

blender blender-python multi-object-tracking object-detection ssd synthetic-dataset-generation yolov5

Last synced: 06 May 2025

https://github.com/kazuhito00/yolox-motpy-sample

YOLOXとmotpyを用いたMOT(Multiple Object Tracking)のPythonサンプル

mot motpy multi-object-tracking onnx python yolox

Last synced: 15 Jul 2025

https://github.com/nemonameless/paddledetection_yolox

Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt

convnext multi-object-tracking object-detection paddledetection paddlepaddle yolo yolox

Last synced: 13 Oct 2025

https://github.com/rese1f/univhp

Unified Human-centric Perception Model and Benchmark in Sports

action-recognition computer-vision human-perception human-pose-estimation multi-object-tracking sports

Last synced: 05 Mar 2026

https://github.com/nemonameless/PaddleDetection_YOLOX

Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt

convnext multi-object-tracking object-detection paddledetection paddlepaddle yolo yolox

Last synced: 20 Apr 2025

https://github.com/royerlab/tracksdata

A common data structure and basic tools for multi-object tracking.

cell-tracking cell-tracking-challenge multi-object-tracking tracking

Last synced: 31 Jul 2025

https://github.com/nemonameless/paddledetection_yoloset

Paddle YOLO set: YOLOv3, PPYOLO, PPYOLOE, YOLOX, YOLOv5, YOLOv7 and so on.

bytetrack multi-object-tracking ppyolo ppyoloe ppyolov2 tracking-by-detection yolo yolov3 yolov5 yolov7 yolox

Last synced: 14 May 2025

https://github.com/nemonameless/PaddleDetection_YOLOset

Paddle YOLO set: YOLOv3, PPYOLO, PPYOLOE, YOLOX, YOLOv5, YOLOv7 and so on.

bytetrack multi-object-tracking ppyolo ppyoloe ppyolov2 tracking-by-detection yolo yolov3 yolov5 yolov7 yolox

Last synced: 20 Apr 2025

https://github.com/jpanagos/consumers-bid

Code for the paper "A New Benchmark for Consumer Visual Tracking and Apparent Demographic Estimation from RGB and Thermal Images", by Panagos, I.-I.; Giotis, A.P.; Sofianopoulos, S. and Nikou, C., Sensors, 2023.

age-estimation consumer-tracking datasets gender-estimation multi-object-tracking pytorch

Last synced: 27 Oct 2025

https://github.com/muhammad-farman/guardianvision-smart-vehicle-access-control

Revolutionizing security by detecting and tracking vehicles and individuals, enabling real-time access management with just a click.

alarm-system computer-vision multi-object-detection-and-tracking multi-object-tracking security-solutions yolo yolov8 yolov9

Last synced: 05 Apr 2025