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ModularGeoFM

Modular components, data pipelines, and experiments for applying foundation models to geospatial (EO) data — early exploration project.

Install / Use

/learn @witra/ModularGeoFM
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

ModularGeoFM

ModularGeoFM is a personal, early-stage project exploring how foundation models can be applied to geospatial and Earth observation (EO) data.

The main goal is to experiment with modular components and data pipelines that support training, fine-tuning, or adapting foundation models for various EO tasks.

The project is in an early exploratory phase, with emphasis on:

  • Reusable, modular data pipelines for satellite and remote sensing data
  • Experimenting with components of foundation models adapted to EO tasks
  • Investigating scalable pretraining, fine-tuning, and inference strategies

Feel free to browse, fork, or reach out if you're exploring similar ideas.

⚠️ This is not a production-ready framework. It’s an open-ended space for prototyping and learning.

View on GitHub
GitHub Stars12
CategoryDevelopment
Updated22d ago
Forks2

Languages

Python

Security Score

75/100

Audited on Mar 18, 2026

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