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`.
`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.
`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`.
`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`.