title: OpenCV
emoji: π§
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
π§ OpenCV on Hugging Face
Welcome to the official Hugging Face organization for OpenCV β the worldβs most popular open-source computer vision and machine learning library.
π 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 GitHub: github.com/opencv License: Apache 2.0
π Check out our official model collection here:
π OpenCV Zoo Collection on Hugging Face
π¦ What You'll Find Here
This Hugging Face organization hosts:
- Pretrained models which can be inferred using OpenCVβs
dnn
module (Deep Neural Network). - Demo pipelines using OpenCV and Hugging Face Transformers/Models.
- Converted vision models for edge deployment with OpenCV support.
π 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
π€ 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:
To contribute to this Hugging Face org, please open an issue or pull request in the appropriate model repository.
π« Contact
- π§ General Inquiries: contact@opencv.org
- π¬ Community Forum: forum.opencv.org
- π§΅ GitHub Discussions: github.com/opencv/opencv/discussions
Follow us on social:
- π¦ Twitter @opencv
- πΊ YouTube Channel
- π LinkedIn
π License
Unless otherwise specified, all models and code in this organization are released under the Apache License 2.0.