architecture

tiatoolbox . models . architecture

Defines a set of models to be used within tiatoolbox.

Functions

fetch_pretrained_weights	Get the pretrained model information from yml file.
get_pretrained_model	Load a predefined PyTorch model with the appropriate pretrained weights.

tiatoolbox.models.architecture.hovernet
tiatoolbox.models.architecture.hovernetplus
tiatoolbox.models.architecture.idars	Defines CNNs as used in IDaRS for prediction of molecular pathways and mutations.
tiatoolbox.models.architecture.mapde	Defines MapDe architecture.
tiatoolbox.models.architecture.micronet	Defines MicroNet architecture.
tiatoolbox.models.architecture.nuclick	Defines original NuClick architecture
tiatoolbox.models.architecture.sccnn	Defines SCCNN architecture.
tiatoolbox.models.architecture.unet	Defines a set of UNet variants to be used within tiatoolbox.
tiatoolbox.models.architecture.utils	Defines utility layers and operators for models in tiatoolbox.
tiatoolbox.models.architecture.vanilla	Defines vanilla CNNs with torch backbones, mainly for patch classification.