This repository is meant to allow reproducibility of the steps provided in an article on preprocessing satellite imagery for machine learning application showcased in the Artefact tech medium
All the code is included in notebooks/preprocessing_satellite_imagery.ipynb
Before running the notebook, do the following steps first:
- run
pip install requirements.txt - create a geojson file of the zone you want a satellite imagery of and save it in
data/target_zone.geojson - create an account at Coppernicus Open Access Hub.
Write the username and the password in a json file and save it in
secrets/sentinel_api_credentials.json. Format:{"username": "XXXX", "password": "XXXX"}