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glenn-jocher merged 2 commits into from
Aug 2, 2026
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Apply canonical README tail sections #31

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Apply canonical Ultralytics README tail sections
glenn-jocher Aug 2, 2026
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Use the project name as the README title heading
glenn-jocher Aug 2, 2026
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<a href="https://www.ultralytics.com/"><img src="https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Original.svg" width="320" alt="Ultralytics logo"></a>

# 🚀 Introduction
# 🚀 Ultralytics MATLAB Functions

Welcome to the Ultralytics MATLAB Functions Repository! This repository serves as a central hub for commonly used functions essential across various Ultralytics projects developed in [MATLAB](https://www.mathworks.com/products/matlab.html). These scripts provide a foundational toolkit designed to assist in the development and research phases of [machine learning](https://www.ultralytics.com/glossary/machine-learning-ml) and [data analysis](https://www.ultralytics.com/glossary/data-analytics) tasks. Explore and utilize these utilities to streamline your workflow and accelerate your projects!

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Refer to the specific function's documentation (usually included as comments within the `.m` file) for details on its usage, inputs, and outputs. Learn more about [calling functions in MATLAB](https://www.mathworks.com/help/matlab/learn-matlab/calling-functions.html).

## 🤝 How to Contribute
## 💡 Contribute

Contributions from the community are highly encouraged and appreciated! Whether it's fixing bugs, adding new utility functions, or improving documentation, your input helps make this resource better for everyone. Please review our [Contributing Guide](https://docs.ultralytics.com/help/contributing/) for guidelines on how to contribute effectively. Found a bug or have a suggestion? Open an issue on our [GitHub Issues](https://github.com/ultralytics/functions-matlab/issues) page.
Ultralytics thrives on community collaboration, and we deeply value your contributions! Whether it's reporting bugs, suggesting features, or submitting code changes, your involvement is crucial.

We also value your feedback on Ultralytics products and initiatives. Please consider sharing your thoughts by filling out our [Survey](https://www.ultralytics.com/survey?utm_source=github&utm_medium=social&utm_campaign=Survey). A huge 🙏 thank you to all our contributors!
- **Reporting Issues**: Encounter a bug? Please report it on [GitHub Issues](https://github.com/ultralytics/functions-matlab/issues).
- **Feature Requests**: Have an idea for improvement? Share it via [GitHub Issues](https://github.com/ultralytics/functions-matlab/issues).
- **Pull Requests**: Want to contribute code? Please read our [Contributing Guide](https://docs.ultralytics.com/help/contributing) first, then submit a Pull Request.
- **Feedback**: Share your thoughts and experiences by participating in our official [Survey](https://www.ultralytics.com/survey?utm_source=github&utm_medium=social&utm_campaign=Survey).

[![Ultralytics open-source contributors](https://raw.githubusercontent.com/ultralytics/assets/main/im/image-contributors.png)](https://github.com/ultralytics/functions-matlab/graphs/contributors)
A heartfelt thank you 🙏 goes out to all our contributors! Your efforts help make Ultralytics tools better for everyone.

## ©️ License
[![Ultralytics open-source contributors](https://raw.githubusercontent.com/ultralytics/assets/main/im/image-contributors.png)](https://github.com/ultralytics/ultralytics/graphs/contributors)

Ultralytics provides two licensing options to accommodate different use cases:
## 📄 License

- **AGPL-3.0 License**: An [OSI-approved](https://opensource.org/license/agpl-3.0) [open-source](https://opensource.org/osd) license ideal for students, researchers, and enthusiasts who wish to share improvements and collaborate openly. See the [LICENSE](https://github.com/ultralytics/functions-matlab/blob/main/LICENSE) file for the full terms.
- **Enterprise License**: Designed for commercial applications, this license permits the integration of Ultralytics software and AI models into commercial products and services without the open-source requirements of AGPL-3.0. If your project requires an Enterprise License, please contact us through [Ultralytics Licensing](https://www.ultralytics.com/license).
Ultralytics offers two licensing options to accommodate diverse needs:

## 📬 Get in Touch
- **AGPL-3.0 License**: Ideal for students, researchers, and enthusiasts passionate about open collaboration and knowledge sharing. This [OSI-approved](https://opensource.org/license/agpl-3.0) open-source license promotes transparency and community involvement. See the [LICENSE](LICENSE) file for details.
- **Enterprise License**: Designed for commercial applications, this license permits the seamless integration of Ultralytics software and AI models into commercial products and services, bypassing the copyleft requirements of AGPL-3.0. For commercial use cases, please inquire about an [Ultralytics Enterprise License](https://www.ultralytics.com/license).

If you encounter issues, have feature requests, or wish to contribute, please use the [GitHub Issues](https://github.com/ultralytics/functions-matlab/issues) tracker for this repository. For broader questions, discussions about Ultralytics projects, or to connect with the community, join our [Discord](https://discord.com/invite/ultralytics) server!
## 📮 Contact

For bug reports or feature suggestions, please use [GitHub Issues](https://github.com/ultralytics/functions-matlab/issues). For general questions, discussions, and community support, join our [Discord](https://discord.com/invite/ultralytics) server!

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