Awesome

Label Maker

Data Preparation for Satellite Machine Learning

Label Maker downloads OpenStreetMap QA Tile information and satellite imagery tiles and saves them as an .npz file for use in machine learning training.

example classification image overlaid over satellite imagery satellite imagery from Mapbox and Digital Globe

Requirements

Installation

pip install label-maker

Note that running this library this requires tippecanoe as a "peer-dependency" and that command should be available from your command-line before running this.

Documentation

Full documentation is available here: http://devseed.com/label-maker/

Acknowledgements

This library builds on the concepts of skynet-data. It wouldn't be possible without the excellent data from OpenStreetMap and Mapbox under the following licenses:

OSM QA tile data copyright OpenStreetMap contributors and licensed under ODbL
Mapbox Satellite data can be traced for noncommercial purposes.

It also relies heavily on Marc Farra's tilepie to asynchronously process vector tiles