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☆83,937Updated this week
- OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation☆33,032Updated last year
- Learn OpenCV : C++ and Python Examples☆22,277Updated last week
- 一款入门级的人脸、视频、文字检测以及识别的项目.☆11,008Updated 5 years ago
- RobotGo, Go Native cross-platform RPA and GUI automation @vcaesar☆10,356Updated last month
- openFrameworks is a community-developed cross platform toolkit for creative coding in C++.☆10,223Updated this week
- Repository for OpenCV's extra modules☆9,821Updated 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☆8,427Updated last year
- Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.☆8,338Updated 2 months ago
- Java interface to OpenCV, FFmpeg, and more☆8,121Updated 3 weeks ago
- ASCII generator (image to text, image to image, video to video)☆7,993Updated 9 months ago
- Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.☆7,213Updated last month
- (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = Chi…☆6,412Updated last year
- Hide screen when boss is approaching.☆6,286Updated 6 years ago
- Free RPA tool by AI Singapore☆6,083Updated 6 months ago
- 👷 Build images with images☆6,013Updated last year
- 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)☆5,802Updated 3 months ago
- OpenCV wrapper for .NET☆5,753Updated last month
- Optimized implementation for color-icon-matrix barcodes☆5,503Updated last week
- Python package for doing RPA☆5,332Updated 6 months ago
- Simple and Distributed Machine Learning☆5,162Updated last week
- Nodejs bindings to OpenCV 3 and OpenCV 4☆5,031Updated 2 years ago
- Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-head…☆4,992Updated last month
- Visually simulate Git operations in your own repos with a single terminal command.☆4,535Updated 2 months ago
- Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.☆4,522Updated 4 months ago
- Head tracking software for MS Windows, Linux, and Apple OSX☆4,302Updated 2 weeks ago
- Python and OpenCV-based scene cut/transition detection program & library.☆4,181Updated 2 weeks ago
- 🔥 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…☆4,092Updated last month
- Open source Structure-from-Motion pipeline☆3,614Updated this week
- A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features☆3,595Updated 3 months 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。☆3,414Updated 2 years ago
- Turn a MacBook into a Touchscreen with $1 of Hardware☆3,272Updated 4 years ago
- 📖 OpenCV-Python image processing tutorial for beginners☆3,097Updated 2 years ago
- SikuliX version 2.0.0+ (2019+)☆3,042Updated 2 months ago
- The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, HarmonyOS, WebAssembly, watchOS, tvOS, visionOS☆3,046Updated 3 weeks ago
- Universal grid map library for mobile robotic mapping☆2,938Updated this week
- QualityScaler - image/video AI upscaler app☆2,573Updated last month
- nomacs is a free image viewer for windows, linux, and mac systems.☆2,490Updated this week
- 👀 Eye Tracking library easily implementable to your projects☆2,390Updated 3 months ago
- 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.☆2,357Updated 4 years ago