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GitHub - developmentseed/label-maker: Data Preparation for Satellite Machine Lea...
source link: https://github.com/developmentseed/label-maker
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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.
satellite imagery from Mapbox and Digital Globe
Requirements
Installation
pip install label-makerNote 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:
It also relies heavily on Marc Farra's tilepie to asynchronously process vector tiles
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