Popular GitHub Repositories for Object Tracking

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

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

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

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

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

[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.

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

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.

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.

Fall Detection using OpenPifPaf's Human Pose Estimation model

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

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

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

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

YOLOv8 Segmentation with DeepSORT Object Tracking (ID + Trails)

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

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

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