GeoSET: Generalist Foundation Model for SAR-to-EO Image Translation

GeoSET implements a generalist foundation model for SAR-to-EO image translation by adapting a single pretrained parent model to diverse sensing conditions. The framework utilizes a curated dataset of 3 million SAR-EO pairs across various sensors and resolutions, employing a speckle-robust encoder to bridge the modality gap between SAR observations and image generators.