Registered Classes

This file is generated automatically.

The following tables contain all registered classes with their categories and keys.

Backbone

The category is backbone_class. Registered keys and values are as following.

key

value

“global”

deepreg.model.backbone.global_net.GlobalNet

“local”

deepreg.model.backbone.local_net.LocalNet

“unet”

deepreg.model.backbone.u_net.UNet

Model

The category is model_class. Registered keys and values are as following.

key

value

“conditional”

deepreg.model.network.ConditionalModel

“ddf”

deepreg.model.network.DDFModel

“dvf”

deepreg.model.network.DVFModel

Loss

The category is loss_class. Registered keys and values are as following.

key

value

“bending”

deepreg.loss.deform.BendingEnergy

“cross-entropy”

deepreg.loss.label.CrossEntropyLoss

“dice”

deepreg.loss.label.DiceLoss

“gmi”

deepreg.loss.image.GlobalMutualInformationLoss

“gncc”

deepreg.loss.image.GlobalNormalizedCrossCorrelationLoss

“gradient”

deepreg.loss.deform.GradientNorm

“jaccard”

deepreg.loss.label.JaccardLoss

“lncc”

deepreg.loss.image.LocalNormalizedCrossCorrelationLoss

“ssd”

deepreg.loss.label.SumSquaredDifferenceLoss

Data Augmentation

The category is da_class. Registered keys and values are as following.

key

value

“affine”

deepreg.dataset.preprocess.RandomAffineTransform3D

“ddf”

deepreg.dataset.preprocess.RandomDDFTransform3D

Data Loader

The category is data_loader_class. Registered keys and values are as following.

key

value

“grouped”

deepreg.dataset.loader.grouped_loader.GroupedDataLoader

“paired”

deepreg.dataset.loader.paired_loader.PairedDataLoader

“unpaired”

deepreg.dataset.loader.unpaired_loader.UnpairedDataLoader

File Loader

The category is file_loader_class. Registered keys and values are as following.

key

value

“h5”

deepreg.dataset.loader.h5_loader.H5FileLoader

“nifti”

deepreg.dataset.loader.nifti_loader.NiftiFileLoader