Albumentations Transforms

Image-Only Transforms

Name
AdvancedBlur
Blur
CLAHE
ChannelDropout
ChannelShuffle
ChromaticAberration
ColorJitter
Defocus
Downscale
Emboss
Equalize
FDA
FancyPCA
FromFloat
GaussNoise
GaussianBlur
GlassBlur
HistogramMatching
HueSaturationValue
ISONoise
ImageCompression
InvertImg
MedianBlur
MotionBlur
MultiplicativeNoise
Normalize
PixelDistributionAdaptation
PlanckianJitter
Posterize
RGBShift
RandomBrightnessContrast
RandomFog
RandomGamma
RandomGravel
RandomRain
RandomShadow
RandomSnow
RandomSunFlare
RandomToneCurve
RingingOvershoot
Sharpen
Solarize
Spatter
Superpixels
TemplateTransform
TextImage
ToFloat
ToGray
ToRGB
ToSepia
UnsharpMask
ZoomBlur

Name	image	mask	bboxes	keypoints
Affine	✓	✓	✓	✓
BBoxSafeRandomCrop	✓	✓	✓	✓
CenterCrop	✓	✓	✓	✓
CoarseDropout	✓	✓	✗	✓
Crop	✓	✓	✓	✓
CropAndPad	✓	✓	✓	✓
CropNonEmptyMaskIfExists	✓	✓	✓	✓
D4	✓	✓	✓	✓
ElasticTransform	✓	✓	✓	✗
GridDistortion	✓	✓	✓	✗
GridDropout	✓	✓	✗	✗
GridElasticDeform	✓	✓	✗	✗
HorizontalFlip	✓	✓	✓	✓
Lambda	✓	✓	✓	✓
LongestMaxSize	✓	✓	✓	✓
MaskDropout	✓	✓	✗	✗
Morphological	✓	✓	✗	✗
NoOp	✓	✓	✓	✓
OpticalDistortion	✓	✓	✓	✗
PadIfNeeded	✓	✓	✓	✓
Perspective	✓	✓	✓	✓
PiecewiseAffine	✓	✓	✓	✓
PixelDropout	✓	✓	✗	✗
RandomCrop	✓	✓	✓	✓
RandomCropFromBorders	✓	✓	✓	✓
RandomGridShuffle	✓	✓	✗	✓
RandomResizedCrop	✓	✓	✓	✓
RandomRotate90	✓	✓	✓	✓
RandomScale	✓	✓	✓	✓
RandomSizedBBoxSafeCrop	✓	✓	✓	✓
RandomSizedCrop	✓	✓	✓	✓
Resize	✓	✓	✓	✓
Rotate	✓	✓	✓	✓
SafeRotate	✓	✓	✓	✓
ShiftScaleRotate	✓	✓	✓	✓
SmallestMaxSize	✓	✓	✓	✓
Transpose	✓	✓	✓	✓
VerticalFlip	✓	✓	✓	✓
XYMasking	✓	✓	✗	✓