earth-observation

Techniques for deep learning with satellite & aerial imagery

Long list of geospatial tools and resources

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

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

Satellite imagery for dummies.

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

GRASS - free and open-source geospatial processing engine

Datasets for deep learning with satellite & aerial imagery

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

🌐 List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

A repository of custom scripts to be used with Sentinel Hub

framework for large-scale SAR satellite data processing

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

Satellite image time series in R

Open-source Jupyter Notebooks and Python tools for geospatial analysis with Digital Earth Australia, Open Data Cube, and Xarray

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

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

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Overview of Digital Elevation Model (DEM) datasets