GIS-ML Alpine Docker Image

includes dependencies for Geographic information systems (GIS) and Machine Learning (ML) applications.

DockerHub link

This image features:

• Alpine base Linux image
• Python 3.6
• Geo-spatial Data Abstraction Library (GDAL)
• NodeJS, npm
• Jupyter Notebook (with ipywidges and ipyleaflet)
• Python science helper libraries numpy, scipy, matplotlib, shapely
• Python PlanetLabs api client planet and GIS library rasterio
• Python ML + Computer Vision libraries: sklearn, scikit-image, mahotas, joblib

Warning

Use with caution, currently relying on Alpine testing repository. The image amounts to 2.4 GB.