Albumentations Transforms
Explore augmentations here, then build labeled datasets in the Data Labeling workspace.
Image-Only Transforms
AdditiveNoise
AdvancedBlur
AtmosphericFog
AutoContrast
Blur
CLAHE
ChannelDropout
ChannelShuffle
ChannelSwap
ChromaticAberration
ColorJitter
Colorize
Defocus
Dithering
Downscale
Emboss
Enhance
Equalize
FDA
FancyPCA
FilmGrain
FromFloat
GaussNoise
GaussianBlur
GlassBlur
HEStain
Halftone
HistogramMatching
HueSaturationValue
ISONoise
Illumination
ImageCompression
InvertImg
LensFlare
MedianBlur
ModeFilter
MotionBlur
MultiplicativeNoise
Normalize
PhotoMetricDistort
PixelDistributionAdaptation
PlanckianJitter
PlasmaBrightnessContrast
PlasmaShadow
Posterize
RGBShift
RandomBrightnessContrast
RandomFog
RandomGamma
RandomGravel
RandomRain
RandomShadow
RandomSnow
RandomSunFlare
RandomToneCurve
RingingOvershoot
SaltAndPepper
Sharpen
ShotNoise
Solarize
Spatter
Superpixels
ToFloat
ToGray
ToRGB
ToSepia
UnsharpMask
Vignetting
ZoomBlur
Dual Transforms
3D Transforms
| Name | volume | mask3d | keypoints |
|---|---|---|---|
| CenterCrop3D | |||
| CoarseDropout3D | |||
| CubicSymmetry | |||
| GridShuffle3D | |||
| Pad3D | |||
| PadIfNeeded3D | |||
| RandomCrop3D |
Albumentations in production? Get license
Albumentations is dual-licensed (AGPL / Commercial). Ship it in proprietary software with a commercial license.
Get license