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Awesome Open Source

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



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.


Full documentation is available here:


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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Python (806,114
Deep Learning (36,421
Label (11,605
Keras (10,442
Computer Vision (8,777
Maker (3,725
Satellite (2,760
Mapbox (2,555
Openstreetmap (2,372
Preparation (1,326
Imagery (1,207
Remote Sensing (680
Satellite Imagery (495
Data Preparation (65