Provisional publication of india_10k_ml.parquet, a field-boundary Parquet file with 10,013 records. Source, license, processing history, and intended use are TODO.
Manually delineated crop fields across India, with a fixed train/val/test partition for machine learning.
india_10k_ml.parquet, 10,013 polygon featuresThe split column carries this partition. Use it as given, so that results stay comparable across models trained on this dataset.
The collection value stored inside the file is in_10k_ml, which differs from the product name.
Please cite the original authors:
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision. https://doi.org/10.5281/zenodo.7315090
Other field boundary datasets from this organisation are listed at source.coop/ftw.