Cross-Architecture Foundation-Model Distillation for Edge Flood Segmentation

Fabian Schmalstieg, Karsten Mueller, Wojciech Samek

Geospatial foundation models can provide strong flood-segmentation performance, but their size limits deployment on memory-constrained edge hardware. We distill a 300-million-param…