UFO is a new publicly available hand-labeled dataset of 215 PlanetScope image chips from 14 urban flood events annotated for inundated and non-inundated areas, validated via segmentation model with 77.3 mean IoU and comparisons to existing water products.
In2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 4704–4707, 10.1109/IGARSS47720.2021.9553499 (IEEE, 2021)
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Urban Flood Observations (UFO): A hand-labeled training and validation dataset of post-flood inundation
UFO is a new publicly available hand-labeled dataset of 215 PlanetScope image chips from 14 urban flood events annotated for inundated and non-inundated areas, validated via segmentation model with 77.3 mean IoU and comparisons to existing water products.