Project Title
learnopencv — Comprehensive OpenCV Tutorials and Examples for AI and Computer Vision
Overview
The learnopencv project is a repository of code examples and tutorials for OpenCV, a popular computer vision library. It provides a wealth of resources for developers looking to implement AI and computer vision solutions using OpenCV in both C++ and Python. The project stands out for its extensive collection of practical examples and its focus on deep learning and AI research.
Key Features
- Extensive collection of OpenCV examples in C++ and Python
- Focus on AI and computer vision research
- Tutorials and code for deep learning models and techniques
- Resources for video understanding, object detection, and more
Use Cases
- Researchers and developers working on computer vision and AI projects
- Educators looking for practical examples to teach OpenCV
- Hobbyists interested in learning OpenCV for personal projects
Advantages
- Large repository of practical code examples
- Covers a wide range of topics in computer vision and AI
- Actively maintained and updated with the latest research
Limitations / Considerations
- The project's license is unknown, which may affect its use in commercial applications
- The focus on advanced topics may make it less suitable for beginners
Similar / Related Projects
- OpenCV Official GitHub: The official repository for OpenCV, providing the core library and additional modules. It differs from learnopencv in that it focuses on the library itself rather than tutorials and examples.
- Computer Vision for Python: A project that provides tutorials and examples for computer vision using Python, similar to learnopencv but without the focus on OpenCV specifically.
- Deep Learning for Python: A project that offers tutorials and examples for deep learning using Python, complementing learnopencv's focus on computer vision.
Basic Information
- GitHub: https://github.com/spmallick/learnopencv
- Stars: 22,201
- License: Unknown
- Last Commit: 2025-08-20
📊 Project Information
- Project Name: learnopencv
- GitHub URL: https://github.com/spmallick/learnopencv
- Programming Language: Jupyter Notebook
- ⭐ Stars: 22,201
- 🍴 Forks: 11,719
- 📅 Created: 2015-02-17
- 🔄 Last Updated: 2025-08-20
🏷️ Project Topics
Topics: [, ", a, i, ", ,, , ", c, o, m, p, u, t, e, r, -, v, i, s, i, o, n, ", ,, , ", c, o, m, p, u, t, e, r, v, i, s, i, o, n, ", ,, , ", d, e, e, p, -, l, e, a, r, n, i, n, g, ", ,, , ", d, e, e, p, -, n, e, u, r, a, l, -, n, e, t, w, o, r, k, s, ", ,, , ", d, e, e, p, l, e, a, r, n, i, n, g, ", ,, , ", m, a, c, h, i, n, e, -, l, e, a, r, n, i, n, g, ", ,, , ", o, p, e, n, c, v, ", ,, , ", o, p, e, n, c, v, -, c, p, p, ", ,, , ", o, p, e, n, c, v, -, l, i, b, r, a, r, y, ", ,, , ", o, p, e, n, c, v, -, p, y, t, h, o, n, ", ,, , ", o, p, e, n, c, v, -, t, u, t, o, r, i, a, l, ", ,, , ", o, p, e, n, c, v, 3, ", ]
🔗 Related Resource Links
🎮 Online Demos
🎥 Video Tutorials
- AI_for_Video_Understanding_From_Content_Moderation_to_Summarization
- Code
- Video-RAG: Training-Free Retrieval for Long-Video LVLMs
- Code
- Optimizing VJEPA-2: Tackling Latency & Context in Real-Time Video Classification Scripts
- Code
- NVIDIA Cosmos Reason1: Video Understanding
- Code
🌐 Related Websites
- LearnOpenCV.com
- AI Courses by OpenCV
- Object Detection and Spatial Understanding with VLMs ft. Qwen2.5-VL
- Code
- LangGraph: Building Self-Correcting RAG Agent for Code Generation
This article is automatically generated by AI based on GitHub project information and README content analysis