Tag: generalization
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How Well Do Crop-Type Models Transfer with Embeddings? Exploring Generalization with AlphaEarth Embeddings
Remote sensing has enabled the production of up-to-date crop type maps to support food security, management, and research. However, crop types maps remain largely limited to regions where ground truth labels are available to train models. many cases, optical features do not transfer well across geographies, as models trained in one area often perform poorly…
