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multi-object-tracking

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PaddlePaddle /PaddleDetection

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

faster-rcnn face-detection object-detection human-pose-estimation human-activity-recognition multi-object-tracking instance-segmentation mask-rcnn yolov3 deepsort fcos blazeface yolov5 detr pp-yolo fairmot yolox picodet yolov7 rt-detr

UpdatedFeb 13, 2026
Python

mikel-brostrom /boxmot

BoxMOT: Pluggable SOTA multi-object tracking modules for segmentation, object detection and pose estimation models

machine-learning deep-learning yolo segmentation clip multi-object-tracking mot tensorrt tracking-by-detection mots osnet multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort improvedassociation boosttrack oriented-bounding-box-tracking

UpdatedFeb 18, 2026
Python

FoundationVision /ByteTrack

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

real-time deployment pytorch multi-object-tracking

UpdatedJun 19, 2024
Python

OpenDriveLab /UniAD

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

motion-planning autonomous-driving multi-object-tracking occupancy-prediction motion-prediction autonomous-driving-framework end-to-end-autonomous-driving perception-prediction-planning bev-segmentation

UpdatedOct 29, 2025
Python

ifzhang /FairMOT

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

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

UpdatedSep 19, 2023
Python

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.

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

UpdatedSep 19, 2023
Python

roboflow /trackers

Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.

sort multi-object-tracking bytetrack oc-sort

UpdatedFeb 20, 2026
Python

tryolabs /norfair

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

python tracking object-detection object-tracking kalman-filter pose-estimation re-identification multi-object-tracking re-id tracking-algorithm deepsort video-tracking video-inference-loop

UpdatedApr 30, 2025
Python

xinshuoweng /AB3DMOT

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

tracking machine-learning real-time computer-vision robotics evaluation evaluation-metrics multi-object-tracking kitti 3d-tracking 3d-multi-object-tracking 2d-mot-evaluation 3d-mot 3d-multi kitti-3d

UpdatedApr 3, 2024
Python

SpyderXu /multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

code papers multi-object-tracking

UpdatedApr 24, 2020

NirAharon /BoT-SORT

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

pytorch multi-object-tracking tracking-by-detection multi-object-tracker multi-pedestrian-tracking yolox yolov7

UpdatedAug 8, 2024
Jupyter Notebook

GeekAlexis /FastMOT

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

real-time computer-vision deep-learning ssd object-detection multi-object-tracking jetson lucas-kanade people-counter tensorrt edge-computing video-analysis reid yolov3 deep-sort yolov4 scaledyolov4

UpdatedJul 25, 2024
Python

megvii-research /MOTR

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

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

UpdatedJan 15, 2024
Python

multi-object-tracker

adipandas /multi-object-tracker

Multi-object trackers in Python

tracker python opencv caffe computer-vision deep-learning neural-network tensorflow python3 yolo object-detection object-tracking multi-object-tracking ssd-mobilenet iou-tracker yolov3

UpdatedOct 10, 2023
Python

wmuron /motpy

Library for tracking-by-detection multi object tracking implemented in python

raspberry-pi object-tracking kalman-filter multi-object-tracking hungarian-algorithm tracking-by-detection multiple-object-tracking

UpdatedJul 25, 2024
Python

yihongXU /deepMOT

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

python deep-learning pytorch multi-object-tracking

UpdatedMar 20, 2023

amazon-science /siam-mot

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

UpdatedApr 3, 2024
Python

mikel-brostrom /Yolov7_StrongSORT_OSNet

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

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

UpdatedMay 28, 2024
Python

MCG-NJU /MOTIP

[CVPR 2025] Multiple Object Tracking as ID Prediction

tracking computer multi-object-tracking multiple-object-tracking

UpdatedAug 20, 2025
Python

megvii-research /MOTRv2

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

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

UpdatedFeb 28, 2023
Python

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