This file is generated automatically.
The following tables contain all registered classes with their categories and keys.
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 |
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 |
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 |
The category is da_class. Registered keys and values are as following.
| key | value |
|---|---|
| "affine" | deepreg.dataset.preprocess.RandomAffineTransform3D |
| "ddf" | deepreg.dataset.preprocess.RandomDDFTransform3D |
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 |
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 |