DEEPFLOOD DATASET: High-Resolution Dataset for Accurate Flood Mappingand Segmentation

The DeepFlood dataset provides high-resolution georeferenced images from both manned and
unmanned aerial platforms, featuring detailed labels that go beyond simple binary distinctions.
These labels include inundated vegetation, dry vegetation, open water, and others,
making the dataset highly applicable for flood mapping across various landscapes. It uniquely
incorporates SAR imagery alongside optical and UAV images, enabling a multi-modal approach
to accurately delineate flooded areas.