项目作者: developmentseed

项目描述 :
Data Preparation for Satellite Machine Learning
高级语言: Python
项目地址: git://github.com/developmentseed/label-maker.git
创建时间: 2018-01-10T19:21:31Z
项目社区:https://github.com/developmentseed/label-maker

开源协议:MIT License

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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.

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

Requirements

Installation

  1. 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:

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