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Mining Footprints CNN

A note on imagery sources

This project currently uses PlanetScope imagery, which requires a license from Planet to download. I originally wanted to use Sentinel-2 imagery for this project, but the ESA was in the middle of a infrastructure migration and didn't want to write code to download from an API that was going to be phased out. I'd love to build Sentinel-2 into this project though, if you could help out with that reach out!

For now, to use this project you'll need to save your Planet API key to .planet_key.txt in this directory.

Getting started

  1. Update config.toml
  • Set your project path!
  • Limit which countries you want to search
  1. Download mine footprints
python src/download_footprints.py
  1. Extract mine footprints
python src/extract_footprints.py
  1. Search Planet for imagery
python src/planet_search.py
  1. Download imagery from planet
python src/planet_download.py

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