Skip to main content

Data preparation for satellite machine learning

Project description

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

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

label-maker-0.9.1.tar.gz (21.4 kB view details)

Uploaded Source

File details

Details for the file label-maker-0.9.1.tar.gz.

File metadata

  • Download URL: label-maker-0.9.1.tar.gz
  • Upload date:
  • Size: 21.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.7.2

File hashes

Hashes for label-maker-0.9.1.tar.gz
Algorithm Hash digest
SHA256 e0a3d9198ca29cb9b2ebf8d6645c0ff7848d42333f974b1b2ee3976ced33af4f
MD5 74aa9ae7ba3de0cfe76b8519e8302b7d
BLAKE2b-256 21c27239d1e80e1ee7452af6489341b33062eec4edc1d5035c1bb0181706e4a1

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page