Albumentations Transforms

Image-Only Transforms

Dual Transforms

Name	image	mask	bboxes	keypoints	volume	mask3d
Affine	✓	✓	✓	✓	✓	✓
AtLeastOneBBoxRandomCrop	✓	✓	✓	✓	✓	✓
BBoxSafeRandomCrop	✓	✓	✓	✓	✓	✓
CenterCrop	✓	✓	✓	✓	✓	✓
CoarseDropout	✓	✓	✓	✓	✓	✓
ConstrainedCoarseDropout	✓	✓	✓	✓	✓	✓
Crop	✓	✓	✓	✓	✓	✓
CropAndPad	✓	✓	✓	✓	✓	✓
CropNonEmptyMaskIfExists	✓	✓	✓	✓	✓	✓
D4	✓	✓	✓	✓	✓	✓
ElasticTransform	✓	✓	✓	✓	✓	✓
Erasing	✓	✓	✓	✓	✓	✓
FrequencyMasking	✓	✓	✓	✓	✓	✓
GridDistortion	✓	✓	✓	✓	✓	✓
GridDropout	✓	✓	✓	✓	✓	✓
GridElasticDeform	✓	✓	✓	✓	✓	✓
HorizontalFlip	✓	✓	✓	✓	✓	✓
Lambda	✓	✓	✓	✓	✓	✓
LongestMaxSize	✓	✓	✓	✓	✓	✓
MaskDropout	✓	✓	✓	✓	✓	✓
Morphological	✓	✓	✓	✓	✓	✓
NoOp	✓	✓	✓	✓	✓	✓
OpticalDistortion	✓	✓	✓	✓	✓	✓
OverlayElements	✓	✓	✗	✗	✗	✗
Pad	✓	✓	✓	✓	✓	✓
PadIfNeeded	✓	✓	✓	✓	✓	✓
Perspective	✓	✓	✓	✓	✓	✓
PiecewiseAffine	✓	✓	✓	✓	✓	✓
PixelDropout	✓	✓	✓	✓	✓	✓
RandomCrop	✓	✓	✓	✓	✓	✓
RandomCropFromBorders	✓	✓	✓	✓	✓	✓
RandomCropNearBBox	✓	✓	✓	✓	✓	✓
RandomGridShuffle	✓	✓	✓	✓	✓	✓
RandomResizedCrop	✓	✓	✓	✓	✓	✓
RandomRotate90	✓	✓	✓	✓	✓	✓
RandomScale	✓	✓	✓	✓	✓	✓
RandomSizedBBoxSafeCrop	✓	✓	✓	✓	✓	✓
RandomSizedCrop	✓	✓	✓	✓	✓	✓
Resize	✓	✓	✓	✓	✓	✓
Rotate	✓	✓	✓	✓	✓	✓
SafeRotate	✓	✓	✓	✓	✓	✓
ShiftScaleRotate	✓	✓	✓	✓	✓	✓
SmallestMaxSize	✓	✓	✓	✓	✓	✓
ThinPlateSpline	✓	✓	✓	✓	✓	✓
TimeMasking	✓	✓	✓	✓	✓	✓
TimeReverse	✓	✓	✓	✓	✓	✓
Transpose	✓	✓	✓	✓	✓	✓
VerticalFlip	✓	✓	✓	✓	✓	✓
XYMasking	✓	✓	✓	✓	✓	✓

3D Transforms

Name	volume	mask3d	keypoints
CenterCrop3D	✓	✓	✓
CoarseDropout3D	✓	✓	✓
CubicSymmetry	✓	✓	✓
Pad3D	✓	✓	✓
PadIfNeeded3D	✓	✓	✓
RandomCrop3D	✓	✓	✓