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Python tools for geographic data

Python 4,746 954 Updated May 15, 2025

torchange - A Unified Change Representation Learning Benchmark Library

Python 144 7 Updated Apr 9, 2025

Easy fine-tuning of Geo foundation models

Python 1 2 Updated Mar 11, 2025

Towards a Unified Copernicus Foundation Model for Earth Vision

Jupyter Notebook 56 2 Updated May 11, 2025
Python 19 Updated May 1, 2025

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Python 3,422 440 Updated May 15, 2025

The Galileo family of pretrained remote sensing models

Python 27 2 Updated Feb 14, 2025

Easy fine-tuning of Geo foundation models

Python 22 9 Updated Feb 18, 2025

PyTorch package with lots of tools for geospatial deep learning

Jupyter Notebook 19 1 Updated Mar 26, 2025

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

Python 2,600 205 Updated May 6, 2025
Jupyter Notebook 1 Updated Jan 27, 2025

Documents describing the governance of the Spack project.

4 1 Updated Jan 8, 2025

Implementation of TorchGeo into ArcGIS Pro

Python 1 Updated Mar 2, 2025

MVG = Minimum Viable Governance

396 42 Updated Jun 6, 2024

Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"

41 2 Updated Nov 25, 2024

A toolkit that enables building damage assessments from remotely sensed imagery.

Python 116 20 Updated Apr 3, 2025

A comprehesive survey about foundation models for weather and cliamte data understanding.

227 31 Updated Feb 3, 2025

Automatic conversion of standard Python packages to Spack package recipes.

Python 5 Updated Sep 11, 2024

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Python 8,914 370 Updated Apr 25, 2025

A conda-smithy repository for torchgeo.

1 6 Updated Apr 6, 2025

Transfer Learning for Global Crop Type Mapping

Python 1 Updated Feb 26, 2025

This repository serves as a guide on how to reproduce the work done on my submission for the Artificial Intelligence for Earth Observation integrated course(VI).

Python 4 Updated Aug 10, 2024

The Sphinx documentation generator

Python 7,062 2,205 Updated May 15, 2025

The user-friendly command line shell.

Rust 29,796 2,061 Updated May 13, 2025

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python 10,450 1,740 Updated May 15, 2025

The official repository for the EuroCrops dataset.

Jupyter Notebook 189 25 Updated Apr 24, 2025

Images used to run Gitlab pipelines in the cloud

Dockerfile 5 13 Updated May 15, 2025

An extremely fast Python linter and code formatter, written in Rust.

Rust 38,978 1,333 Updated May 15, 2025

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Jupyter Notebook 134 12 Updated Apr 20, 2025

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Python 29,466 3,494 Updated May 12, 2025
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