lazyslide_models.style_transfer.ROSIE

class ROSIE(model_path=None, token=None)

Bases: TilePredictionModel

rosie GitHub Paper Params: 50M CC-BY-NC-4.0 [Wu et al., 2025] AI generation of multiplex immunofluorescence staining from histopathology images

predict(image)

Predict all 50 marker intensities for a batch of tiles.

image is a preprocessed [B, 3, 224, 224] tensor. Returns a dict mapping marker name to a length-B NumPy array.