monai.transforms.utility.dictionary

A collection of dictionary-based wrappers around the “vanilla” transforms for utility functions defined in monai.transforms.utility.array.

Class names are ended with ‘d’ to denote dictionary-based transforms.

Classes

AddCoordinateChannelsD	alias of AddCoordinateChannelsd
AddCoordinateChannelsDict	alias of AddCoordinateChannelsd
AddCoordinateChannelsd(keys, spatial_dims[, ...])	Dictionary-based wrapper of monai.transforms.AddCoordinateChannels.
AddExtremePointsChannelD	alias of AddExtremePointsChanneld
AddExtremePointsChannelDict	alias of AddExtremePointsChanneld
AddExtremePointsChanneld(keys, label_key[, ...])	Dictionary-based wrapper of monai.transforms.AddExtremePointsChannel.
ApplyTransformToPointsD	alias of ApplyTransformToPointsd
ApplyTransformToPointsDict	alias of ApplyTransformToPointsd
ApplyTransformToPointsd(keys[, refer_keys, ...])	Dictionary-based wrapper of monai.transforms.ApplyTransformToPoints.
AsChannelLastD	alias of AsChannelLastd
AsChannelLastDict	alias of AsChannelLastd
AsChannelLastd(keys[, channel_dim, ...])	Dictionary-based wrapper of monai.transforms.AsChannelLast.
CastToTypeD	alias of CastToTyped
CastToTypeDict	alias of CastToTyped
CastToTyped(keys[, dtype, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.CastToType.
ClassesToIndicesD	alias of ClassesToIndicesd
ClassesToIndicesDict	alias of ClassesToIndicesd
ClassesToIndicesd(keys[, indices_postfix, ...])	Dictionary-based wrapper of monai.transforms.ClassesToIndices.
ConcatItemsD	alias of ConcatItemsd
ConcatItemsDict	alias of ConcatItemsd
ConcatItemsd(keys, name[, dim, ...])	Concatenate specified items from data dictionary together on the first dim to construct a big array.
ConvertToMultiChannelBasedOnBratsClassesD	alias of ConvertToMultiChannelBasedOnBratsClassesd
ConvertToMultiChannelBasedOnBratsClassesDict	alias of ConvertToMultiChannelBasedOnBratsClassesd
ConvertToMultiChannelBasedOnBratsClassesd(keys)	Dictionary-based wrapper of monai.transforms.ConvertToMultiChannelBasedOnBratsClasses.
CopyItemsD	alias of CopyItemsd
CopyItemsDict	alias of CopyItemsd
CopyItemsd(keys[, times, names, ...])	Copy specified items from data dictionary and save with different key names.
CuCIMD	alias of CuCIMd
CuCIMDict	alias of CuCIMd
CuCIMd(keys, name[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.CuCIM for non-randomized transforms.
DataStatsD	alias of DataStatsd
DataStatsDict	alias of DataStatsd
DataStatsd(keys[, prefix, data_type, ...])	Dictionary-based wrapper of monai.transforms.DataStats.
DeleteItemsD	alias of DeleteItemsd
DeleteItemsDict	alias of DeleteItemsd
DeleteItemsd(keys[, sep, use_re])	Delete specified items from data dictionary to release memory.
EnsureChannelFirstD	alias of EnsureChannelFirstd
EnsureChannelFirstDict	alias of EnsureChannelFirstd
EnsureChannelFirstd(keys[, strict_check, ...])	Dictionary-based wrapper of monai.transforms.EnsureChannelFirst.
EnsureTypeD	alias of EnsureTyped
EnsureTypeDict	alias of EnsureTyped
EnsureTyped(keys[, data_type, dtype, ...])	Dictionary-based wrapper of monai.transforms.EnsureType.
FgBgToIndicesD	alias of FgBgToIndicesd
FgBgToIndicesDict	alias of FgBgToIndicesd
FgBgToIndicesd(keys[, fg_postfix, ...])	Dictionary-based wrapper of monai.transforms.FgBgToIndices.
FlattenSubKeysD	alias of FlattenSubKeysd
FlattenSubKeysDict	alias of FlattenSubKeysd
FlattenSubKeysd(keys[, sub_keys, ...])	If an item is dictionary, it flatten the item by moving the sub-items (defined by sub-keys) to the top level.
IdentityD	alias of Identityd
IdentityDict	alias of Identityd
Identityd(keys[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.Identity.
ImageFilterD	alias of ImageFilterd
ImageFilterDict	alias of ImageFilterd
ImageFilterd(keys, kernel[, kernel_size, ...])	Dictionary-based wrapper of monai.transforms.ImageFilter.
IntensityStatsD	alias of IntensityStatsd
IntensityStatsDict	alias of IntensityStatsd
IntensityStatsd(keys, ops, key_prefix[, ...])	Dictionary-based wrapper of monai.transforms.IntensityStats.
LabelToMaskD	alias of LabelToMaskd
LabelToMaskDict	alias of LabelToMaskd
LabelToMaskd(keys, select_labels[, ...])	Dictionary-based wrapper of monai.transforms.LabelToMask.
LambdaD	alias of Lambdad
LambdaDict	alias of Lambdad
Lambdad(keys, func[, inv_func, track_meta, ...])	Dictionary-based wrapper of monai.transforms.Lambda.
MapLabelValueD	alias of MapLabelValued
MapLabelValueDict	alias of MapLabelValued
MapLabelValued(keys, orig_labels, target_labels)	Dictionary-based wrapper of monai.transforms.MapLabelValue.
RandCuCIMD	alias of RandCuCIMd
RandCuCIMDict	alias of RandCuCIMd
RandCuCIMd(keys, name[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.CuCIM for randomized transforms.
RandImageFilterD	alias of RandImageFilterd
RandImageFilterDict	alias of RandImageFilterd
RandImageFilterd(keys, kernel[, ...])	Dictionary-based wrapper of monai.transforms.RandomFilterKernel.
RandLambdaD	alias of RandLambdad
RandLambdaDict	alias of RandLambdad
RandLambdad(keys, func[, inv_func, ...])	Randomizable version monai.transforms.Lambdad, the input func may contain random logic, or randomly execute the function based on prob.
RandTorchIOD	alias of RandTorchIOd
RandTorchIODict	alias of RandTorchIOd
RandTorchIOd(keys, name[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.TorchIO for randomized transforms.
RandTorchVisionD	alias of RandTorchVisiond
RandTorchVisionDict	alias of RandTorchVisiond
RandTorchVisiond(keys, name[, ...])	Dictionary-based wrapper of monai.transforms.TorchVision for randomized transforms.
RemoveRepeatedChannelD	alias of RemoveRepeatedChanneld
RemoveRepeatedChannelDict	alias of RemoveRepeatedChanneld
RemoveRepeatedChanneld(keys, repeats[, ...])	Dictionary-based wrapper of monai.transforms.RemoveRepeatedChannel.
RepeatChannelD	alias of RepeatChanneld
RepeatChannelDict	alias of RepeatChanneld
RepeatChanneld(keys, repeats[, ...])	Dictionary-based wrapper of monai.transforms.RepeatChannel.
SelectItemsD	alias of SelectItemsd
SelectItemsDict	alias of SelectItemsd
SelectItemsd(keys[, allow_missing_keys])	Select only specified items from data dictionary to release memory.
SimulateDelayD	alias of SimulateDelayd
SimulateDelayDict	alias of SimulateDelayd
SimulateDelayd(keys[, delay_time, ...])	Dictionary-based wrapper of monai.transforms.SimulateDelay.
SplitDimD	alias of SplitDimd
SplitDimDict	alias of SplitDimd
SplitDimd(keys[, output_postfixes, dim, ...])
SqueezeDimD	alias of SqueezeDimd
SqueezeDimDict	alias of SqueezeDimd
SqueezeDimd(keys[, dim, update_meta, ...])	Dictionary-based wrapper of monai.transforms.SqueezeDim.
ToCupyD	alias of ToCupyd
ToCupyDict	alias of ToCupyd
ToCupyd(keys[, dtype, wrap_sequence, ...])	Dictionary-based wrapper of monai.transforms.ToCupy.
ToDeviceD	alias of ToDeviced
ToDeviceDict	alias of ToDeviced
ToDeviced(keys, device[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.ToDevice.
ToNumpyD	alias of ToNumpyd
ToNumpyDict	alias of ToNumpyd
ToNumpyd(keys[, dtype, wrap_sequence, ...])	Dictionary-based wrapper of monai.transforms.ToNumpy.
ToPILD	alias of ToPILd
ToPILDict	alias of ToPILd
ToPILd(keys[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.ToNumpy.
ToTensorD	alias of ToTensord
ToTensorDict	alias of ToTensord
ToTensord(keys[, dtype, device, ...])	Dictionary-based wrapper of monai.transforms.ToTensor.
TorchIOD	alias of TorchIOd
TorchIODict	alias of TorchIOd
TorchIOd(keys, name[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.TorchIO for non-randomized transforms.
TorchVisionD	alias of TorchVisiond
TorchVisionDict	alias of TorchVisiond
TorchVisiond(keys, name[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.TorchVision for non-randomized transforms.
TransposeD	alias of Transposed
TransposeDict	alias of Transposed
Transposed(keys, indices[, allow_missing_keys])	Dictionary-based wrapper of monai.transforms.Transpose.