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Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision
Our best model uses 1. 5m resolution Airbus SPOT imagery as input, pre-trains a state-of-the-art neural network on France field boundaries, and fine-tunes on India labels to achieve a median Intersection over Union (IoU) of 0. 86 in India.
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