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Embedding embeddings across social research and policy (EMBED2Social)

The aim of EMBED2Social is to accelerate and widen the adoption of image embedding technology in applied contexts to facilitate unlocking the potential of satellite data for research, policy and decision-making. The technical documentation of the used data and developed pipeline is available here.

🛠️ Contributing

We welcome contributions of all kinds—code, documentation, ideas, and more!
Please read our Contributing Guidelines for step-by-step instructions on how to:

  • Fork and clone the repository
  • Create a new branch for your changes
  • Use issue and pull request templates
  • Get acknowledged with the All Contributors Bot
  • Resolve merge conflicts

If you’re new to open source, our guidelines are designed to make it easy for you to get started.
If you have questions, open an issue or start a discussion!

🙋 License

This repository uses a dual-licensing approach:

  • MIT License for all software code (see LICENSE)
  • Creative Commons Attribution 4.0 International (CC BY 4.0) for documentation, data, and non-code content

See the LICENSE file for full details.

🗂️ Repository Structure

  • src/ - Main codebase, eg to extract and export Embedding data (**latest version)
  • demo/ - Embed2Social prototypes (notebooks and previous code versions)
  • assets/ — Images, diagrams, and other media files
  • .github/ — Community health files (issue/PR templates, workflows)
  • CONTRIBUTING.md — How to contribute to this project
  • CODE_OF_CONDUCT.md — Community standards and expectations
  • LICENSE — Licensing information
  • README.md — Project overview and instructions

🎉 Acknowledging Contributors

We use the All Contributors Bot to recognize everyone’s work—code, docs, ideas, design, and more.
After your PR is merged, comment on an issue or PR:

@all-contributors please add @your-username for code, doc, etc.

(Replace @your-username and the contribution types as appropriate.) See the emoji key for available contribution types.

Thank you for helping us build open, collaborative, and impactful projects with Imago!

Batool
Batool

💻 📖 🚧
Behzad Valipour Sh.
Behzad Valipour Sh.

📖

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The repository contains the code we used to download data from GEE.

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