https://github.com/ultralytics/magellan

Earth observation software powered by Machine Learning (ML). Viewable in Google Maps and WebGL Earth.
https://github.com/ultralytics/magellan

deep-learning deepneuralnetworks earth-observation machine-learning physics weather

Last synced: 4 days ago
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Earth observation software powered by Machine Learning (ML). Viewable in Google Maps and WebGL Earth.

• Host: GitHub
• URL: https://github.com/ultralytics/magellan
• Owner: ultralytics
• License: agpl-3.0
• Created: 2018-05-17T21:45:11.000Z (over 6 years ago)
• Default Branch: main
• Last Pushed: 2024-08-14T18:47:32.000Z (3 months ago)
• Last Synced: 2024-08-14T19:43:56.822Z (3 months ago)
• Topics: deep-learning, deepneuralnetworks, earth-observation, machine-learning, physics, weather
• Language: MATLAB
• Homepage: https://ultralytics.com
• Size: 58.7 MB
• Stars: 2
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        



# 📜 Introduction

Welcome to the Ultralytics open-source Earth observation repository! This space is dedicated to showcasing software designed by Ultralytics, illustrating the power of Machine Learning (ML) in geospatial analysis and observation. To discover a range of our innovative projects, head over to our website: [Ultralytics Projects](http://www.ultralytics.com).

[![Ultralytics Actions](https://github.com/ultralytics/magellan/actions/workflows/format.yml/badge.svg)](https://github.com/ultralytics/magellan/actions/workflows/format.yml)

# 🌍 Project Description

The [Ultralytics Magellan Project](https://github.com/ultralytics/magellan) is at the forefront of integrating ML with Earth observation. It allows for ML-powered insights derived from geospatial data to be viewed and interacted with on platforms such as Google Maps and WebGL Earth, bringing a new dimension to data visualization and analysis.

- Visualize on **Google Maps**: [Google Maps Visualization](https://storage.googleapis.com/neutronmap/neutronmap1/tileOverlayLarge.html)

- Explore on **WebGL Earth**: [WebGL Earth Interaction](http://storage.googleapis.com/neutronmap/neutronmap1/webGLEarth.html)

# 🛠 Requirements

To harness the capabilities of the Magellan project, the following are required:

- **MATLAB**: Version 2018a or newer. Please visit [MATLAB Software](https://www.mathworks.com/products/matlab.html) for installation details.

- **Supporting Utilities**: Clone the common functions repository by executing `$ git clone https://github.com/ultralytics/functions-matlab`. After cloning, incorporate it into your MATLAB environment with `>> addpath(genpath('/functions-matlab'))`.

- **MATLAB Toolboxes**: Ensure installation of the `Statistics and Machine Learning Toolbox` and the `Signal Processing Toolbox`.

# 🚀 Getting Started

To utilize the Magellan software, various methods are available depending on your specific use case and expertise:

1. For a general overview of functionalities and navigation:

   ```matlab

   % After setting up the MATLAB environment as per the requirements:

   % Add your example code here with comments explaining each step

   ```

2. For advanced configurations and custom runs:

   - Please don't hesitate to reach out for more detailed instructions tailored to your needs.

🖼️ Visualization Preview:



# 🤝 Contribute

We love your input! Ultralytics open-source efforts would not be possible without help from our community. Please see our [Contributing Guide](https://docs.ultralytics.com/help/contributing/) to get started, and fill out our [Survey](https://www.ultralytics.com/survey?utm_source=github&utm_medium=social&utm_campaign=Survey) to send us feedback on your experience. Thank you 🙏 to all our contributors!





# ©️ License

Ultralytics offers two licensing options to accommodate diverse use cases:

- **AGPL-3.0 License**: This [OSI-approved](https://opensource.org/license) open-source license is ideal for students and enthusiasts, promoting open collaboration and knowledge sharing. See the [LICENSE](https://github.com/ultralytics/ultralytics/blob/main/LICENSE) file for more details.

- **Enterprise License**: Designed for commercial use, this license permits seamless integration of Ultralytics software and AI models into commercial goods and services, bypassing the open-source requirements of AGPL-3.0. If your scenario involves embedding our solutions into a commercial offering, reach out through [Ultralytics Licensing](https://www.ultralytics.com/license).

# 📬 Contact

For Ultralytics bug reports, feature requests, questions, or discussions, you are welcome to:

- Visit [GitHub Issues](https://github.com/ultralytics/magellan/issues) for official inquiries.

- Join our [Discord](https://discord.com/invite/ultralytics) community for an interactive session with us and fellow community members.