transforms.rst

github_url:	https://github.com/Project-MONAI/MONAI

Transforms

Generic Interfaces

.. automodule:: monai.transforms

.. currentmodule:: monai.transforms

Transform

.. autoclass:: Transform
    :members:
    :special-members: __call__

MapTransform

.. autoclass:: MapTransform
    :members:
    :special-members: __call__

Randomizable

.. autoclass:: Randomizable
    :members:

Compose

.. autoclass:: Compose
    :members:
    :special-members: __call__

Vanilla Transforms

Spacing

.. autoclass:: Spacing
    :members:
    :special-members: __call__

Orientation

.. autoclass:: Orientation
    :members:
    :special-members: __call__

LoadNifti

.. autoclass:: LoadNifti
    :members:
    :special-members: __call__

LoadPNG

.. autoclass:: LoadPNG
    :members:
    :special-members: __call__

AsChannelFirst

.. autoclass:: AsChannelFirst
    :members:
    :special-members: __call__

AsChannelLast

.. autoclass:: AsChannelLast
    :members:
    :special-members: __call__

AddChannel

.. autoclass:: AddChannel
    :members:
    :special-members: __call__

RepeatChannel

.. autoclass:: RepeatChannel
    :members:
    :special-members: __call__

CastToType

.. autoclass:: CastToType
    :members:
    :special-members: __call__

ToTensor

.. autoclass:: ToTensor
    :members:
    :special-members: __call__

Transpose

.. autoclass:: Transpose
    :members:
    :special-members: __call__

RandGaussianNoise

.. autoclass:: RandGaussianNoise
    :members:
    :special-members: __call__

Flip

.. autoclass:: Flip
    :members:
    :special-members: __call__

Resize

.. autoclass:: Resize
    :members:
    :special-members: __call__

Rotate

.. autoclass:: Rotate
    :members:
    :special-members: __call__

Zoom

.. autoclass:: Zoom
    :members:
    :special-members: __call__

ShiftIntensity

.. autoclass:: ShiftIntensity
    :members:
    :special-members: __call__

RandShiftIntensity

.. autoclass:: RandShiftIntensity
    :members:
    :special-members: __call__

ScaleIntensity

.. autoclass:: ScaleIntensity
    :members:
    :special-members: __call__

RandScaleIntensity

.. autoclass:: RandScaleIntensity
    :members:
    :special-members: __call__

NormalizeIntensity

.. autoclass:: NormalizeIntensity
    :members:
    :special-members: __call__

ThresholdIntensity

.. autoclass:: ThresholdIntensity
    :members:
    :special-members: __call__

ScaleIntensityRange

.. autoclass:: ScaleIntensityRange
    :members:
    :special-members: __call__

AdjustContrast

.. autoclass:: AdjustContrast
    :members:
    :special-members: __call__

RandAdjustContrast

.. autoclass:: RandAdjustContrast
    :members:
    :special-members: __call__

Rotate90

.. autoclass:: Rotate90
    :members:
    :special-members: __call__

RandRotate90

.. autoclass:: RandRotate90
    :members:
    :special-members: __call__

SpatialPad

.. autoclass:: SpatialPad
    :members:
    :special-members: __call__

SpatialCrop

.. autoclass:: SpatialCrop
    :members:
    :special-members: __call__

CenterSpatialCrop

.. autoclass:: CenterSpatialCrop
    :members:
    :special-members: __call__

RandSpatialCrop

.. autoclass:: RandSpatialCrop
    :members:
    :special-members: __call__

CropForeground

.. autoclass:: CropForeground
    :members:
    :special-members: __call__

RandRotate

.. autoclass:: RandRotate
    :members:
    :special-members: __call__

RandFlip

.. autoclass:: RandFlip
    :members:
    :special-members: __call__

RandZoom

.. autoclass:: RandZoom
    :members:
    :special-members: __call__

Affine

.. autoclass:: Affine
    :members:
    :special-members: __call__

Resample

.. autoclass:: Resample
    :members:
    :special-members: __call__

RandAffine

.. autoclass:: RandAffine
    :members:
    :special-members: __call__

RandDeformGrid

.. autoclass:: RandDeformGrid
    :members:
    :special-members: __call__

RandAffineGrid

.. autoclass:: RandAffineGrid
    :members:
    :special-members: __call__

Rand2DElastic

.. autoclass:: Rand2DElastic
    :members:
    :special-members: __call__

Rand3DElastic

.. autoclass:: Rand3DElastic
    :members:
    :special-members: __call__

SqueezeDim

.. autoclass:: SqueezeDim
    :members:
    :special-members: __call__

DataStats

.. autoclass:: DataStats
    :members:
    :special-members: __call__

SimulateDelay

.. autoclass:: SimulateDelay
    :members:
    :special-members: __call__

SplitChannel

.. autoclass:: SplitChannel
    :members:
    :special-members: __call__

Activations

.. autoclass:: Activations
    :members:
    :special-members: __call__

AsDiscrete

.. autoclass:: AsDiscrete
    :members:
    :special-members: __call__

KeepLargestConnectedComponent

.. autoclass:: KeepLargestConnectedComponent
    :members:
    :special-members: __call__

Dictionary-based Transforms

Spacingd

.. autoclass:: Spacingd
    :members:
    :special-members: __call__

Orientationd

.. autoclass:: Orientationd
    :members:
    :special-members: __call__

LoadNiftid

.. autoclass:: LoadNiftid
    :members:
    :special-members: __call__

LoadPNGd

.. autoclass:: LoadPNGd
    :members:
    :special-members: __call__

AsChannelFirstd

.. autoclass:: AsChannelFirstd
    :members:
    :special-members: __call__

AsChannelLastd

.. autoclass:: AsChannelLastd
    :members:
    :special-members: __call__

AddChanneld

.. autoclass:: AddChanneld
    :members:
    :special-members: __call__

RepeatChanneld

.. autoclass:: RepeatChanneld
    :members:
    :special-members: __call__

CastToTyped

.. autoclass:: CastToTyped
    :members:
    :special-members: __call__

ToTensord

.. autoclass:: ToTensord
    :members:
    :special-members: __call__

Rotate90d

.. autoclass:: Rotate90d
    :members:
    :special-members: __call__

Resized

.. autoclass:: Resized
    :members:
    :special-members: __call__

RandGaussianNoised

.. autoclass:: RandGaussianNoised
    :members:
    :special-members: __call__

RandRotate90d

.. autoclass:: RandRotate90d
    :members:
    :special-members: __call__

ShiftIntensityd

.. autoclass:: ShiftIntensityd
    :members:
    :special-members: __call__

RandShiftIntensityd

.. autoclass:: RandShiftIntensityd
    :members:
    :special-members: __call__

ScaleIntensityd

.. autoclass:: ScaleIntensityd
    :members:
    :special-members: __call__

RandScaleIntensityd

.. autoclass:: RandScaleIntensityd
    :members:
    :special-members: __call__

NormalizeIntensityd

.. autoclass:: NormalizeIntensityd
    :members:
    :special-members: __call__

ThresholdIntensityd

.. autoclass:: ThresholdIntensityd
    :members:
    :special-members: __call__

ScaleIntensityRanged

.. autoclass:: ScaleIntensityRanged
    :members:
    :special-members: __call__

AdjustContrastd

.. autoclass:: AdjustContrastd
    :members:
    :special-members: __call__

RandAdjustContrastd

.. autoclass:: RandAdjustContrastd
    :members:
    :special-members: __call__

SpatialPadd

.. autoclass:: SpatialPadd
    :members:
    :special-members: __call__

SpatialCropd

.. autoclass:: SpatialCropd
    :members:
    :special-members: __call__

CenterSpatialCropd

.. autoclass:: CenterSpatialCropd
    :members:
    :special-members: __call__

RandSpatialCropd

.. autoclass:: RandSpatialCropd
    :members:
    :special-members: __call__

CropForegroundd

.. autoclass:: CropForegroundd
    :members:
    :special-members: __call__

RandCropByPosNegLabeld

.. autoclass:: RandCropByPosNegLabeld
    :members:
    :special-members: __call__

RandAffined

.. autoclass:: RandAffined
    :members:
    :special-members: __call__

Rand2DElasticd

.. autoclass:: Rand2DElasticd
    :members:
    :special-members: __call__

Rand3DElasticd

.. autoclass:: Rand3DElasticd
    :members:
    :special-members: __call__

Flipd

.. autoclass:: Flipd
    :members:
    :special-members: __call__

RandFlipd

.. autoclass:: RandFlipd
    :members:
    :special-members: __call__

Rotated

.. autoclass:: Rotated
    :members:
    :special-members: __call__

RandRotated

.. autoclass:: RandRotated
    :members:
    :special-members: __call__

Zoomd

.. autoclass:: Zoomd
    :members:
    :special-members: __call__

RandZoomd

.. autoclass:: RandZoomd
    :members:
    :special-members: __call__

DeleteKeysd

.. autoclass:: DeleteKeysd
    :members:
    :special-members: __call__

SqueezeDimd

.. autoclass:: SqueezeDimd
    :members:
    :special-members: __call__

DataStatsd

.. autoclass:: DataStatsd
    :members:
    :special-members: __call__

SimulateDelayd

.. autoclass:: SimulateDelayd
    :members:
    :special-members: __call__

SplitChanneld

.. autoclass:: SplitChanneld
    :members:
    :special-members: __call__

Activationsd

.. autoclass:: Activationsd
    :members:
    :special-members: __call__

AsDiscreted

.. autoclass:: AsDiscreted
    :members:
    :special-members: __call__

KeepLargestConnectedComponentd

.. autoclass:: KeepLargestConnectedComponentd
    :members:
    :special-members: __call__

Transform Adaptors

.. automodule:: monai.transforms.adaptors

adaptor

.. autofunction:: monai.transforms.adaptors.adaptor

apply_alias

.. autofunction:: monai.transforms.adaptors.apply_alias

to_kwargs

.. autofunction:: monai.transforms.adaptors.to_kwargs

Utilities

.. automodule:: monai.transforms.utils
    :members: