{"id":19454180,"url":"https://github.com/ultralytics/magellan","last_synced_at":"2025-04-25T04:31:09.253Z","repository":{"id":103258251,"uuid":"133871636","full_name":"ultralytics/magellan","owner":"ultralytics","description":"Earth observation software powered by Machine Learning (ML). Viewable in Google Maps and WebGL Earth.","archived":false,"fork":false,"pushed_at":"2025-03-28T01:02:11.000Z","size":61583,"stargazers_count":2,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-28T02:21:31.324Z","etag":null,"topics":["deep-learning","deepneuralnetworks","earth-observation","machine-learning","physics","weather"],"latest_commit_sha":null,"homepage":"https://ultralytics.com","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ultralytics.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":"glenn-jocher","patreon":"ultralytics","open_collective":"ultralytics"}},"created_at":"2018-05-17T21:45:11.000Z","updated_at":"2025-03-28T01:02:15.000Z","dependencies_parsed_at":"2025-03-28T02:32:06.701Z","dependency_job_id":null,"html_url":"https://github.com/ultralytics/magellan","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultralytics%2Fmagellan","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultralytics%2Fmagellan/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultralytics%2Fmagellan/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultralytics%2Fmagellan/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ultralytics","download_url":"https://codeload.github.com/ultralytics/magellan/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250754670,"owners_count":21481852,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","deepneuralnetworks","earth-observation","machine-learning","physics","weather"],"created_at":"2024-11-10T17:08:17.726Z","updated_at":"2025-04-25T04:31:04.244Z","avatar_url":"https://github.com/ultralytics.png","language":"MATLAB","funding_links":["https://github.com/sponsors/glenn-jocher","https://patreon.com/ultralytics","https://opencollective.com/ultralytics"],"categories":[],"sub_categories":[],"readme":"\u003cbr\u003e\u003ca href=\"https://www.ultralytics.com/\" target=\"_blank\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Original.svg\" width=\"320\" alt=\"Ultralytics logo\"\u003e\u003c/a\u003e\n\n# 📜 Introduction\n\nWelcome 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).\n\n[![Ultralytics Actions](https://github.com/ultralytics/magellan/actions/workflows/format.yml/badge.svg)](https://github.com/ultralytics/magellan/actions/workflows/format.yml)\n\n# 🌍 Project Description\n\nThe [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.\n\n- Visualize on **Google Maps**: [Google Maps Visualization](https://storage.googleapis.com/neutronmap/neutronmap1/tileOverlayLarge.html)\n- Explore on **WebGL Earth**: [WebGL Earth Interaction](http://storage.googleapis.com/neutronmap/neutronmap1/webGLEarth.html)\n\n# 🛠 Requirements\n\nTo harness the capabilities of the Magellan project, the following are required:\n\n- **MATLAB**: Version 2018a or newer. Please visit [MATLAB Software](https://www.mathworks.com/products/matlab.html) for installation details.\n- **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 `\u003e\u003e addpath(genpath('/functions-matlab'))`.\n- **MATLAB Toolboxes**: Ensure installation of the `Statistics and Machine Learning Toolbox` and the `Signal Processing Toolbox`.\n\n# 🚀 Getting Started\n\nTo utilize the Magellan software, various methods are available depending on your specific use case and expertise:\n\n1. For a general overview of functionalities and navigation:\n\n   ```matlab\n   % After setting up the MATLAB environment as per the requirements:\n   % Add your example code here with comments explaining each step\n   ```\n\n2. For advanced configurations and custom runs:\n\n   - Please don't hesitate to reach out for more detailed instructions tailored to your needs.\n\n🖼️ Visualization Preview:\n\n\u003cimg src=\"https://github.com/ultralytics/magellan/blob/main/neutron_map.png\" alt=\"Magellan Neutron Map\"\u003e\n\n# 🤝 Contribute\n\nWe 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\u0026utm_medium=social\u0026utm_campaign=Survey) to send us feedback on your experience. Thank you 🙏 to all our contributors!\n\n\u003ca href=\"https://github.com/ultralytics/magellan/graphs/contributors\"\u003e\n\u003cimg width=\"100%\" src=\"https://github.com/ultralytics/assets/raw/main/im/image-contributors.png\" alt=\"Ultralytics open-source contributors\"\u003e\u003c/a\u003e\n\n# ©️ License\n\nUltralytics offers two licensing options to accommodate diverse use cases:\n\n- **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.\n- **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).\n\n# 📬 Contact\n\nFor Ultralytics bug reports, feature requests, questions, or discussions, you are welcome to:\n\n- Visit [GitHub Issues](https://github.com/ultralytics/magellan/issues) for official inquiries.\n- Join our [Discord](https://discord.com/invite/ultralytics) community for an interactive session with us and fellow community members.\n\n\u003cbr\u003e\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/ultralytics\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png\" width=\"3%\" alt=\"Ultralytics GitHub\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://www.linkedin.com/company/ultralytics/\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png\" width=\"3%\" alt=\"Ultralytics LinkedIn\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://twitter.com/ultralytics\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png\" width=\"3%\" alt=\"Ultralytics Twitter\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://youtube.com/ultralytics\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png\" width=\"3%\" alt=\"Ultralytics YouTube\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://www.tiktok.com/@ultralytics\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png\" width=\"3%\" alt=\"Ultralytics TikTok\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://ultralytics.com/bilibili\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-bilibili.png\" width=\"3%\" alt=\"Ultralytics BiliBili\"\u003e\u003c/a\u003e\n  \u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png\" width=\"3%\" alt=\"space\"\u003e\n  \u003ca href=\"https://discord.com/invite/ultralytics\"\u003e\u003cimg src=\"https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png\" width=\"3%\" alt=\"Ultralytics Discord\"\u003e\u003c/a\u003e\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultralytics%2Fmagellan","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fultralytics%2Fmagellan","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultralytics%2Fmagellan/lists"}