lazyslide.models.vision.MadeleineSlideEncoder

class MadeleineSlideEncoder(model_path=None, token=None)

Bases: SlideEncoderModel

🤗Hugging Face GitHub Paper Params: 3.2M FLOPs: 421.63M CC BY-NC-ND 4.0 [Jaume et al., 2024] Multistain Pretraining for Slide Representation Learning in Pathology

encode_slide(embeddings, coords=None, **kwargs)

Encode the slide using the Madeleine slide encoder. The embeddings should be a tensor of shape [B, C, H, W].