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A curated list of papers that focus on how to represent Earth data in embedding space — spatial, temporal, or semantic — and how those embeddings behave or are applied.

12 1 Updated Nov 14, 2025

This repository contains the official implementation of the paper "LandSegmenter: Towards a Flexible Foundation Model for Land Use and Land Cover Mapping".

Jupyter Notebook 13 1 Updated Nov 12, 2025
Python 16 4 Updated Nov 13, 2025

An AI powered geospatial application that allows you to explore and visualize Earth science data using natural language.

Python 96 16 Updated Oct 31, 2025

A cluster computing framework for processing large-scale geospatial data

Java 2,234 739 Updated Nov 15, 2025

OlmoEarth projects

Python 35 3 Updated Nov 15, 2025

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnot…

TypeScript 1,929 114 Updated Nov 15, 2025

The Clay Foundation Model - An open source AI model and interface for Earth

Python 500 84 Updated Oct 20, 2025

Widgets for image pipelines

JavaScript 2 Updated Jul 21, 2025

Tutorial for the use of CatLC dataset.

Jupyter Notebook 7 Updated Jul 15, 2021

Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]

Python 42 5 Updated Oct 12, 2022
Python 6 1 Updated Nov 3, 2025

Semantic Segmentation for Remote Sensing

Python 677 78 Updated Oct 16, 2025

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

Python 482 60 Updated Dec 2, 2024

Reproduce the training of DPT-based segmentation head in the Dino-v3 paper.

Python 2 Updated Sep 15, 2025

Semantic segmentation of satellite imagery to classify land cover types using deep learning models.

Jupyter Notebook 1 Updated Feb 14, 2025

[ICCV'25 oral] Official Code for "LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models"

Python 234 9 Updated Nov 9, 2025

A Python package to super-resolve Sentinel-2 satellite imagery up to 2.5 meters.

Python 57 9 Updated Jun 13, 2025

DuckDB is an analytical in-process SQL database management system

C++ 34,133 2,709 Updated Nov 15, 2025

Tool to convert geopandas vector data into rasterized xarray data.

Python 373 27 Updated Oct 27, 2025

A simple GeoTIFF viewer for the command line

Python 59 9 Updated Nov 5, 2025

🐍 Geometric Computer Vision Library for Spatial AI

Python 10,848 1,070 Updated Nov 12, 2025

a pure-rust 2D rasterizer for geospatial applications

Rust 44 11 Updated Aug 29, 2023

Data science AI IDE

TypeScript 38 2 Updated Nov 13, 2025

Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. Foundation Model for Field Boundary Delineation.

Python 93 13 Updated Oct 6, 2025

Interactive land cover classification of TESSERA embeddings

Python 32 5 Updated Nov 12, 2025

UperFuse code for the FLAIR-HUB dataset

Python 33 3 Updated Nov 6, 2025

repo for DS@GT PlantCLEF 2025

Jupyter Notebook 9 Updated Oct 27, 2025

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

Python 230 33 Updated Jun 23, 2025
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