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Projects in Awesome Lists tagged with object-tracking

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

https://github.com/hybridgroup/gocv

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

computer-vision computervision cuda dnn face-tracking gocv golang image-processing mjpeg mjpeg-stream object-classification object-tracking onnx opencv openvino tensorflow video video-capture yolo

Last synced: 12 May 2025

https://github.com/foolwood/siammask

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 13 May 2025

https://github.com/foolwood/SiamMask

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 20 Mar 2025

https://github.com/cheind/py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

benchmark clear-mot-metrics metrics mot mot-challenge object-detection object-tracking tracker

Last synced: 14 May 2025

https://github.com/theAIGuysCode/yolov4-deepsort

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

deep-sort object-detection object-tracker object-tracking tensorflow yolov4 yolov4-deepsort

Last synced: 20 Apr 2025

https://github.com/videoflow/videoflow

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

object-detection object-tracking video-analytics video-pipeline video-processing

Last synced: 15 May 2025

https://github.com/Sharpiless/Yolov5-Deepsort

最新版本yolov5+deepsort目标检测和追踪,能够显示目标类别,支持5.0版本可训练自己数据集

computer-vision deepsort object-detection object-tracking pytorch yolov5

Last synced: 21 Apr 2025

https://github.com/praveen-palanisamy/multiple-object-tracking-lidar

C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud

lidar-navigation lidar-object-tracking multiple-object-tracking object-tracking pcl ros

Last synced: 12 Apr 2025

https://github.com/noahcao/OC_SORT

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

computer-vision deep-learning object-detection object-tracking tracking

Last synced: 20 Mar 2025

https://github.com/jiawen-zhu/HQTrack

Tracking Anything in High Quality

object-segmentation object-tracking tracking-anything

Last synced: 24 Jul 2025

https://github.com/ShisatoYano/AutonomousVehicleControlBeginnersGuide

Python sample codes and documents about Autonomous vehicle control algorithm. This project can be used as a technical guide book to study the algorithms and the software architectures for beginners.

algorithm autonomous-driving autonomous-navigation autonomous-vehicles calibration localization mapping object-detection object-tracking path-planning path-tracking perception python slam

Last synced: 10 May 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/roboflow/zero-shot-object-tracking

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

computer-vision deep-sort object-detection object-tracking openai-clip

Last synced: 04 Apr 2025

https://github.com/jeeliz/jeelizar

JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

ar arcore arkit augmented-reality deep javascript learning network neural object-detection object-recognition object-tracking real-time video vr web webrtc webxr

Last synced: 06 Apr 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/rizwanmunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 16 May 2025

https://github.com/alexandre01/UltimateLabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

computer-vision labeling labeling-tool object-detection object-tracking python pytorch video

Last synced: 23 Apr 2025

https://github.com/RizwanMunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 17 Apr 2025

https://github.com/HaohaoNJU/CenterPoint

TensorRT deployment for CenterPoint Lidar Detection Model.

3d-detection deployment export-onnx object-tracking tensorrt

Last synced: 20 Mar 2025

https://github.com/cagbal/ros_people_object_detection_tensorflow

An extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment

face-recognition mask object-detection object-tracking people-detection ros ros-docker tensorflow

Last synced: 07 Apr 2025

https://github.com/insight-platform/Similari

A framework for building high-performance real-time multiple object trackers

artificial-intelligence deepsort feature-matching machine-learning object-tracking rust sort

Last synced: 17 Apr 2025

https://github.com/MasterBin-IIAU/AlphaRefine

Official implementation for the CVPR2021 paper Alpha-Refine

alpha-refine cvpr2021 object-tracking refinement-module vot2020 winner

Last synced: 31 Mar 2025

https://github.com/emptysoal/TensorRT-YOLOv8-ByteTrack

An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.

bytetracker object-detector object-tracking tensorrt yolov8

Last synced: 18 Jul 2025

https://github.com/hpc203/bytetrack-opencv-onnxruntime

分别使用OpenCV、ONNXRuntime部署YOLOX+ByteTrack目标跟踪,包含C++和Python两个版本的程序

bytetrack object-tracking onnxruntime opencv-dnn yolox

Last synced: 20 Mar 2025

https://github.com/czla/daily-paper-visual-tracking

记录每天整理的视觉目标跟踪论文

deep-learning object-tracking paper

Last synced: 20 Mar 2025

https://github.com/aisingapore/peekingduck

A modular framework built to simplify Computer Vision inference workloads.

computer-vision deep-learning nodes object-detection object-tracking pipeline pose-estimation python

Last synced: 13 Sep 2025

https://github.com/qcraftai/simtrack

Exploring Simple 3D Multi-Object Tracking for Autonomous Driving (ICCV 2021)

3d autonomous-driving lidar-point-cloud nuscenes object-detection object-tracking waymo-open-dataset

Last synced: 20 Mar 2025

https://github.com/mkocabas/multi-person-tracker

Simple Multi Person Tracker implementation in PyTorch

multi-person-tracking object-tracking people-tracker pytorch sort

Last synced: 21 Aug 2025

https://github.com/wangx1996/Multi-Object-Tracking

A fast object tracking method by using JPDA-IMM-UKF.

hungarian-algorithm imm jpda object-tracking ukf

Last synced: 19 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/akosiorek/hart

Hierarchical Attentive Recurrent Tracking

attention-mechanism kitti-dataset neural-nets object-tracking rnn tensorflow

Last synced: 05 May 2025

https://github.com/Vertical-Beach/ByteTrack-cpp

C++ implementation of ByteTrack that does not include an object detection algorithm.

bytetrack mot object-tracking

Last synced: 18 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/extreme-assistant/object-tracking-paper-benchmark-team

2019-2020年目标跟踪资源全汇总(论文、模型代码、优秀实验室)极市团队整理

cvpr cvpr2019 cvpr2020 eccv iccv iccv2019 object-tracker object-tracking paper visual-trackers visual-tracking

Last synced: 25 Dec 2025

https://github.com/xuarehere/yolo_series_deepsort_pytorch

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).

deep-sort deep-sort-tracking deepsort mot mot-tracking object-tracking pytorch sort yolo yolov3 yolov4 yolov4-deepsort yolov5 yolov5-deepsort yolov5-deepsort-pytorch yolov6 yolov6-deepsort yolov7 yolov7-deepsort yolov8-deepsort

Last synced: 21 Apr 2025

https://github.com/rizwanmunawar/yolov5-object-tracking

YOLOv5 Object Tracking + Detection + Object Blurring + Streamlit Dashboard Using OpenCV, PyTorch and Streamlit

computer-vision object-detection object-tracking streamlit-dashboard yolov5

Last synced: 05 Apr 2025

https://github.com/RizwanMunawar/yolov5-object-tracking

YOLOv5 Object Tracking + Detection + Object Blurring + Streamlit Dashboard Using OpenCV, PyTorch and Streamlit

computer-vision object-detection object-tracking streamlit-dashboard yolov5

Last synced: 21 Apr 2025

https://github.com/Little-Podi/AiATrack

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

attention-mechanism eccv2022 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 31 Mar 2025

https://github.com/l-sf/Linfer

基于TensorRT的C++高性能推理库,YOLOPv2,Yolov5/7/X/8,RT-DETR,单目标跟踪OSTrack、LightTrack。

bytetrack detr lighttrack object-detection object-tracking ostrack tensorrt yolo yolop yolopv2

Last synced: 18 Mar 2025

https://github.com/farukalamai/top-100-computer-vision-projects-idea-for-2024

Welcome to the "Top 100 Computer Vision Projects Idea for 2024" repository! This repository contains a curated list of computer vision project ideas that you can explore, implement, and experiment with in 2024

ai-robot computer-vision deep-learning image-classification image-processing image-recognition image-segmentation object-detection object-tracking opencv pose-estimation real-time-processing text-classification yolov8

Last synced: 03 Mar 2025

https://github.com/nmhaddad/fast-track

Object tracking pipelines complete with RF-DETR, YOLOv9, YOLO-NAS, YOLOv8, and YOLOv7 detection and BYTETracker tracking

computer-vision deep-learning object-detection object-tracking onnx opencv rf-detr yolo yolo-nas yolov7 yolov8 yolov9

Last synced: 06 Apr 2025

https://github.com/gau-nernst/centernet-lightning

Implementation of CenterNet and FairMOT with PyTorch Lightning

centernet object-detection object-tracking pytorch pytorch-lightning

Last synced: 30 Apr 2025

https://github.com/upul/CarND-Vehicle-Detection

Vehicle Tracking and Detection Project Submitted for Udacity's CND using Traditional Computer Vision and Machine Learning Techniques.

computer-vision machine-learning object-tracking python-3 self-driving-car

Last synced: 19 Jul 2025

https://github.com/Little-Podi/GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 31 Mar 2025

https://github.com/tixiaoshan/autoware_tracker

Minimum code needed to run Autoware multi-object tracking

autoware autoware-tracking cloud object-tracking point point-cloud-segmentation segmentation

Last synced: 18 Oct 2025

https://github.com/hpi-swa/squot

Squeak Object Tracker - Version control for arbitrary objects, currently with Git storage

git object-tracking smalltalk squeak version-control version-control-system versioning

Last synced: 14 Jul 2025

https://github.com/jorgem0/traffic_counter

Using Python and OpenCV to count cars on a highway.

car-counter object-tracking opencv python traffic-counter

Last synced: 13 Jul 2025

https://github.com/kadirnar/bytetrack-pip

Packaged version of the ByteTrack repository

bytetrack object-detection object-tracking tracker yolov5

Last synced: 13 Apr 2025

https://github.com/dilmerv/visionosobjecttrackingdemo

A demo project used for testing visionOS Object Tracking capabilities with Xcode, Reality Composer Pro, and Create ML.

apple-vision-pro object-tracking visionos

Last synced: 01 Mar 2026

https://github.com/JunweiLiang/social-distancing-prediction

Out-of-the-box code and models for social distancing early forecasting.

activity-prediction object-tracking social-distancing trajectory-prediction

Last synced: 23 Apr 2025

https://github.com/junweiliang/social-distancing-prediction

Out-of-the-box code and models for social distancing early forecasting.

activity-prediction object-tracking social-distancing trajectory-prediction

Last synced: 31 Jul 2025

https://github.com/fubel/synthehicle

[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.

computer-vision object-detection object-tracking

Last synced: 20 Mar 2025

https://github.com/l-sf/Track-trt

基于 TensorRT 的 C++ 高性能单目标跟踪推理,支持算法OSTrack、LightTrack。

lighttrack object-tracking ostrack tensorrt

Last synced: 18 Mar 2025

https://github.com/devhxj/yolo8-bytetrack-csharp

ByteTrack implementation in C#, based on https://github.com/Vertical-Beach/ByteTrack-cpp

bytetrack csharp mkl mot netcore object-tracking opencv openvino yolov8 yolox

Last synced: 20 Feb 2026

https://github.com/avinash793/object-tracking-software

Implementation of Lucas Kanade Tracking system using six parameter affine model and recursive Gauss-Newton process.

affine-transformation computer-vision gauss-newton-method lucas-kanade-algorithm lucas-kanade-tracker object-tracking opencv opencv4 python3 tracking-algorithm video-object-tracking

Last synced: 21 Aug 2025

https://github.com/ehsangazar/opencv-object-tracking

Object Tracking Using OpenCV and Python Plus Comparing different Trackers

object-tracking opencv-python python3

Last synced: 14 Jul 2025

https://github.com/webar-rocks/webar.rocks.train

Object detection, tracking, and 6DoF Pose Estimation in web browser - Integrated Training Environment to train your own neural network models

augmented-reality computer-vision deep-learning javascript object-detection object-tracking pose-estimation r3f tensorflowjs three three-js threejs webar webgl

Last synced: 22 Apr 2025

https://github.com/mrtj/pyds_tracker_meta

A Python wrapper written in C++11 for past frame tracking result metadata classes in Nvidia's DeepStream framework, providing functionality not available in the Python SDK.

deepstream nvidia object-tracking pybind11

Last synced: 17 Aug 2025

https://github.com/fcakyon/mmdetection-object-tracker

A lightweight script for performing Kalman filter based object tracking using MMDetection models.

colab kalman-tracking mmdet mmdetection norfair notebook object-detection object-tracking python pytorch realtime-tracking torch tracking varifocal-loss varifocalnet vfnet

Last synced: 06 Mar 2026

https://github.com/sujanshresstha/YOLO-NAS_DeepSORT

This repository contains code for object tracking in videos using the YOLO-NAS object detection model and the DeepSORT algorithm.

computer-vision object-tracking tracking yolo yolo-nas

Last synced: 21 Apr 2025

https://github.com/ethz-asl/object_keypoints

A project for tracking semantic keypoints on objects.

computer-vision keypoint-detection object-detection object-tracking python robotics ros

Last synced: 24 Aug 2025