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Techniques for deep learning with satellite & aerial imagery
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
GeoAI: Artificial Intelligence for Geospatial Data
An open source library and framework for deep learning on satellite and aerial imagery.
An advanced geospatial data analysis platform
Search and download Copernicus Sentinel satellite images
Global shoreline mapping tool from satellite imagery
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
Miami InSAR time-series software in Python
Airborne LiDAR data manipulation and visualisation for forestry application
Python module for hyperspectral image processing
framework for large-scale SAR satellite data processing
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
Chat2Geo delivers a ChatGPT-like experience tailored for remote-sensing-based geospatial analysis. Its mission is to democratize geospatial insights at scale by harnessing cutting-edge AI technologies, making advanced analysis accessible to everyone.
Data Preparation for Satellite Machine Learning
Overview of Digital Elevation Model (DEM) datasets
A python package that extends Google Earth Engine.
Earth Observation Data Access Gateway
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
WhiteboxTools Python Frontend
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
ArcGIS Python Toolbox for WhiteboxTools
A Python package for delineating nested surface depressions from digital elevation data.
Tree detection from aerial imagery in Python
Satellite Stereo Pipeline
Awesome Spectral Indices in Python.