💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

A Change Detection Repo Standing on the Shoulders of Giants

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

N-D labeled arrays and datasets in Python

A list of policies by different open source projects about how to engage with AI-generated contributions.

pytest plugin for distributed testing and loop-on-failures testing modes.

This is an official PyTorch implementation of our NeurIPS 2023 paper "GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization"

matplotlib: plotting with Python

PyTorch implementation of SatCLIP

Flow matching tutorial for the AI4EO spring school

Earth Observation Training Datasets

DeepGeoDemo: Deep Embedding Geodemographics Made Simple

A python library for generating ML-ready geospatial dataset

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.

SITS - Satellite Image Time Series toolkit for annotation, classification, and clustering

One line code to get any remote sensing foundation model embeddings for any place and any time

Github Action to setup Spack

Prettier is an opinionated code formatter.

GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models

Democratizing planetary-scale analysis: An ultra-lightweight Earth embedding database for accurate and flexible global land monitoring

Earth Vision Foundation

🛰️ GeoAI.js is a javascript library for use with transformers.js to perform GeoAI on the frontend

Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

GoldenEye is a library of geospatial vision-language models -- run any geospatial VLM in three lines of code

A unified PyTorch framework for semantic segmentation of satellite imagery. Supports multi-spectral data, state-of-the-art architectures, and seamless large-scale inference for Earth Observation ap…

Code to reproduce datasets and experiments from SSL4EO-L paper