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.
Dataset ID | ref_south_africa_crops_competition_v1 |
DOI | 10.34911/rdnt.j0co8q |
Creator | Radiant Earth Foundation |
Contact | ml@radiant.earth |
Documentation
Tutorials
Citation
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
Python Client example
from radiant_mlhub import Dataset
ds = Dataset.fetch('ref_south_africa_crops_competition_v1')
for c in ds.collections:
print(c.id)
Download Dataset
Source Imagery Collections
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_train_source_s2 |
Download | |
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_train_source_s1 |
Download | |
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_test_source_s2 |
Download | |
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_test_source_s1 |
Download | |
Labels Collections
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_train_labels |
Download | |
Description | Crop Type Classification Dataset for Western Cape, South Africa |
License | CC-BY-4.0 |
Collection ID | ref_south_africa_crops_competition_v1_test_labels |
Download | |
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