OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library designed to streamline the development of applications that involve image processing, video analysis, and real-time computer vision. It's utilized in a wide range of industries, from automotive to robotics, enabling developers to implement features such as object detection, facial recognition, image segmentation, and camera calibration. OpenCV is built with C++ in mind but offers bindings for languages like Python, Java, and MATLAB, making it versatile for developers with different programming backgrounds. Its comprehensive set of modules can handle tasks involving 2D and 3D image data, making it a powerful tool for creating cutting-edge machine learning integrated applications. Developers benefit from its extensive documentation, active community, and numerous code samples to facilitate rapid application development and iterative testing. With its continually evolving ecosystem, OpenCV remains a robust foundation for implementing state-of-the-art image processing features in various applications.
View the most prominent open source OpenCV projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- Open Source Computer Vision Library☆82,776Updated this week
- OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation☆32,676Updated 10 months ago
- Learn OpenCV : C++ and Python Examples☆22,010Updated this week
- 一款入门级的人脸、视频、文字检测以及识别的项目.☆10,977Updated 5 years ago
- RobotGo, Go Native cross-platform RPA and GUI automation @vcaesar☆10,224Updated 2 weeks ago
- openFrameworks is a community-developed cross platform toolkit for creative coding in C++.☆10,184Updated 2 weeks ago
- Repository for OpenCV's extra modules☆9,742Updated this week
- 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶☆8,356Updated 11 months ago
- ASCII generator (image to text, image to image, video to video)☆7,917Updated 7 months ago
- Java interface to OpenCV, FFmpeg, and more☆7,823Updated last week
- Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.☆7,111Updated last month
- (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = Chi…☆6,405Updated last year
- Hide screen when boss is approaching.☆6,286Updated 6 years ago
- 👷 Build images with images☆5,997Updated last year
- Free RPA tool by AI Singapore☆5,990Updated 3 months ago
- OpenCV wrapper for .NET☆5,652Updated 3 weeks ago
- AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)☆5,665Updated 3 weeks ago
- Optimized implementation for color-icon-matrix barcodes☆5,289Updated this week
- Python package for doing RPA☆5,253Updated 3 months ago
- Simple and Distributed Machine Learning☆5,145Updated last week
- Nodejs bindings to OpenCV 3 and OpenCV 4☆5,015Updated 2 years ago
- Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-head…☆4,878Updated last week
- Anime Scene Search by Image☆4,701Updated 8 months ago
- Visually simulate Git operations in your own repos with a single terminal command.☆4,508Updated 2 months ago
- Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.☆4,493Updated last month
- Head tracking software for MS Windows, Linux, and Apple OSX☆4,156Updated last week
- 🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框,手动调节选区,使用透视…☆4,069Updated 2 months ago
- Python and OpenCV-based scene cut/transition detection program & library.☆3,977Updated last month
- Open source Structure-from-Motion pipeline☆3,568Updated this week
- A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features☆3,540Updated 2 weeks ago
- OpenCV问答群不再维护。有问题,自己去搜索。Google能找到大部分答案。☆3,412Updated 2 years ago
- Turn a MacBook into a Touchscreen with $1 of Hardware☆3,263Updated 4 years ago
- 📖 OpenCV-Python image processing tutorial for beginners☆3,084Updated last year
- SikuliX version 2.0.0+ (2019+)☆2,987Updated last month
- The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, HarmonyOS, WebAssembly, watchOS, tvOS, visionOS☆2,932Updated last month
- Universal grid map library for mobile robotic mapping☆2,859Updated 2 months ago
- QualityScaler - image/video AI upscaler app☆2,470Updated last month
- 一个拍照做题程序。输入一张包含数学计算题的图片,输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project.☆2,350Updated 4 years ago
- nomacs is a free image viewer for windows, linux, and mac systems.☆2,368Updated this week
- 👀 Eye Tracking library easily implementable to your projects☆2,315Updated last month