plismbench.models.standford module#

Models from Stanford University School of Medicine.

class plismbench.models.standford.PLIP(device: int | list[int] | None = -1, mixed_precision: bool = False)[source]#

Bases: Extractor

Plip model developped by Stanford University School of Medicine, Stanford, CA (1).

Note

  1. https://huggingface.co/vinid/plip

Parameters:

  • device (int | list[int] | None = DEFAULT_DEVICE,) – Compute resources to use. If None, will use all available GPUs. If -1, extraction will run on CPU.

  • mixed_precision (bool = True) – Whether to use mixed_precision.

process(image) → Tensor[source]#

Process input images.

property transform: Lambda#

Transform method to apply element wise.