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developmentseed/label-maker: Data Preparation for Satellite Machine Learning

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

developmentseed/label-maker

开源软件地址(OpenSource Url):

https://github.com/developmentseed/label-maker

开源编程语言(OpenSource Language):

Python 99.8%

开源软件介绍(OpenSource Introduction):

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

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




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