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| title: OpenCV | |
| emoji: 🧠 | |
| colorFrom: blue | |
| colorTo: indigo | |
| sdk: static | |
| license: apache-2.0 | |
| tags: | |
| - computer-vision | |
| - image-processing | |
| - object-detection | |
| - segmentation | |
| - real-time | |
| - opencv | |
| - dnn | |
| - edge-ai | |
| - embedded | |
| - openvino | |
| library_name: opencv | |
| thumbnail: >- | |
| https://cdn-uploads.huggingface.co/production/uploads/682de5641336fa145350879c/A_kfAksQN5FnazF9EebN2.webp | |
| # 🧠 OpenCV on Hugging Face | |
| Welcome to the official Hugging Face organization for **OpenCV** — the world’s most popular open-source computer vision and machine learning library. | |
| --- | |
| ## 🌍 About OpenCV | |
| OpenCV (Open Source Computer Vision Library) is an open-source, cross-platform library that provides a rich infrastructure for computer vision, image processing, and machine learning. It supports a wide array of programming languages including C++, Python, Java, and more. Since its launch in 2000, OpenCV has become the **de facto standard** for real-time computer vision and deep learning applications in academia, industry, and embedded systems. | |
| **Mission**: To advance computer vision and AI by democratizing access to high-performance vision infrastructure. | |
| Official website: [opencv.org](https://opencv.org) | |
| GitHub: [github.com/opencv](https://github.com/opencv) | |
| License: [Apache 2.0](https://github.com/opencv/opencv/blob/master/LICENSE) | |
| --- | |
| 👉 Check out our official model collection here: | |
| 🔗 [OpenCV Zoo Collection on Hugging Face](https://huggingface.co/collections/opencv/opencv-zoo-6842b10ecefbfc1e8aaa59ad) | |
| --- | |
| ## 📦 What You'll Find Here | |
| This Hugging Face organization hosts: | |
| * Pretrained models which can be inferred using OpenCV’s `dnn` module (Deep Neural Network). | |
| * Demo pipelines using OpenCV and Hugging Face Transformers/Models. | |
| * Converted vision models for edge deployment with OpenCV support. | |
| --- | |
| ## 🛠 Technology Stack | |
| * OpenCV Core (C++, Python bindings) | |
| * OpenCV `dnn` module for inference | |
| * Integration with ONNX, TensorFlow, PyTorch, and OpenVINO | |
| * Real-time processing on CPU, GPU, and embedded hardware | |
| --- | |
| ## 🤝 Contributing | |
| OpenCV thrives on community contributions. You can get involved by: | |
| * Submitting models built with OpenCV for deployment on Hugging Face | |
| * Creating sample pipelines and notebooks | |
| * Reporting issues or performance regressions | |
| * Sharing feedback and benchmarks | |
| Main GitHub repos: | |
| * [opencv/opencv](https://github.com/opencv/opencv) | |
| * [opencv/opencv\_contrib](https://github.com/opencv/opencv_contrib) | |
| * [opencv/opencv\_zoo](https://github.com/opencv/opencv_zoo) | |
| To contribute to this Hugging Face org, please open an issue or pull request in the appropriate model repository. | |
| --- | |
| ## 📫 Contact | |
| * 📧 General Inquiries: [[email protected]](mailto:[email protected]) | |
| * 💬 Community Forum: [forum.opencv.org](https://forum.opencv.org) | |
| * 🧵 GitHub Discussions: [github.com/opencv/opencv/discussions](https://github.com/opencv/opencv/discussions) | |
| Follow us on social: | |
| * 🐦 [Twitter @opencv](https://twitter.com/opencv) | |
| * 📺 [YouTube Channel](https://www.youtube.com/c/opencvlibrary) | |
| * 📘 [LinkedIn](https://www.linkedin.com/company/opencv/) | |
| --- | |
| ## 📄 License | |
| Unless otherwise specified, all models and code in this organization are released under the **Apache License 2.0**. |