South Africa Crop Type Competition

This dataset was produced as part of the Radiant Earth Spot the Crop Challenge (https://zindi.africa/hackathons/radiant-earth-spot-the-crop-hackathon). The objective of the competition was to create a machine learning model to classify fields by crop type from images collected during the growing season by the Sentinel-2 and Sentinel-1 satellites.

Product Details

Visibility: Public
Owner: Radiant Earth Foundation
Created: 26 Jun 2024
Last Updated: 3 Apr 2025

Product Contents

root

sample_submission.csv

README

South Africa Crop Type Competition

This dataset was produced as part of the Radiant Earth Spot the Crop Challenge. The objective of the competition was to create a machine learning model to classify fields by crop type from images collected during the growing season by the Sentinel-2 and Sentinel-1 satellites.

Documentation

Link

Tutorials

Creator & Contact

License

CC-BY-4.0

Citation & DOI

Western Cape Department of Agriculture, Radiant Earth Foundation (2021) "Crop Type Classification Dataset for Western Cape, South Africa", Version 1.0, Radiant MLHub, [Date Accessed] https://doi.org/10.34911/rdnt.j0co8q