Data preparation for satellite machine learning
Project description
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.
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
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