Object-based deep learning classifiers trained on sparse in-situ labels match or exceed pixel-wise models in accuracy while producing substantially less fragmented land cover maps.
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LC-SLab -- An object-based deep learning framework for large-scale land cover classification from satellite imagery and sparse in-situ labels
Object-based deep learning classifiers trained on sparse in-situ labels match or exceed pixel-wise models in accuracy while producing substantially less fragmented land cover maps.