tracking-by-detection 开源项目推荐（152 个）

mikel-brostrom /boxmot

BoxMOT: Pluggable python and c++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

abhineet123 /Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Zhongdao /Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

NirAharon /BoT-SORT

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

bochinski /iou-tracker

Python implementation of the IOU Tracker

wmuron /motpy

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

aparsoft /yolo-streamlit-detection-tracking

YOLO Vision Studio: a free, open-source Streamlit app for detection, segmentation, pose, text prompts (YOLO World, YOLOE) and tracking with honest counts. Built on Ultralytics YOLO26.

amarlearning /Finger-Detection-and-Tracking

Finger Detection and Tracking using OpenCV and Python

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).

samuelmurray /tracking-by-detection

Multiple object tracking (MOT) algorithm implemented in C++

VIAME /VIAME

多环境视频与图像分析

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.

megvii-research /MCTrack

[IROS2025]这是论文《MCTrack：自动驾驶统一三维多对象跟踪框架》的官方实现

wish44165 /YOLOv12-BoT-SORT-ReID

🔥 CVPR 2025（田纳西州纳什维尔）——第四届反无人机研讨会与挑战🥉赛

TrackingLaboratory /CAMELTrack

Official implementation of 🐫 CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking 🐫

KeyForce /Cascade-RCNN-Tracking

Cascade-RCNN+DeepSort MOTDT Trackor++

jiaweihe1996 /GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

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.

hardik0 /Multi-Object-Tracking-Google-Colab

Collection of papers, code, notebooks, datasets and other resources for Multi Object Tracking (Vehicle tracking, Pedestrian tracking) | Google colab

Vantoryl /vision

Computer Vision pipeline that tracks vehicles and people in traffic footage and reports counts + congestion level.