achyutjoshi / label-maker

Data Preparation for Satellite Machine Learning

Label Maker

Data Preparation for Satellite Machine Learning

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

satellite imagery from Mapbox and Digital Globe

Requirements

• Python 3.6
• tippecanoe

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.
• Marc Farra's tilepie to asynchronously process vector tiles