A collection of information about Data Augmentation libraries for Image Processing.
Affine
LongestMaxSize
RandomResizedCrop
RandomSizedBBoxSafeCrop
RandomSizedCrop
RandomScale
Resize
SmallestMaxSize
ShiftScaleRotate
ChangeAspectRatio
ClipImageSize
RandomAspectRatio
Scale
Geometric
Affine-geometric
Affine-pillike
KeepSizeByResize
ScaleX
ScaleY
JitteredResize
Resizing
RandomAffine
RandomRotate90
Rotate
SafeRotate
RandomRotation
RotateRange
RotateStandard
Rot90
Rotate90
Translation
TranslateX
TranslateY
Translate
Skew
Shear
Shearing
ShearX
ShearY
RandomShear
Flip
HorizontalFlip
VerticalFlip
HFlip
VFlip
fliph
flipv
random_flip
Fliplr
Flipud
RandomHorizontalFlip
RandomVerticalFlip
CenterCrop
Crop
CropAndPad
CropNonEmptyMaskIfExists
RandomCrop
RandomCropFromBorders
RandomCropNearBBox
CropPercentage
CropRandom
CenterCropToAspectRatio
CenterCropToFIxedSize
CenterCropToMultiplesOf
CenterCropToPowersOf
CenterCropToSquare
CropToAspectRatio
CropToFixedSize
CropToMultiplesOf
CropToPowersOf
CropToSquare
FiveCrop
TenCrop
PadIfNeeded
Pad
PadSquare
CenterPadToAspectRatio
CenterPadToFixedSize
CenterPadToMultiplesOf
CenterPadToPowersOf
CenterPadToSquare
PadToAspectRatio
PadToFixedSize
PadToMultipliesOf
PadToPowersOf
PadToSquare
PadTo
Perspective
PerspectiveTransform
RandomPerspective
Projection
Zoom
ZoomGroundTruth
ZoomRandom
Transpose
ElasticTransform
GridDistortion
OpticalDistortion
PiecewiseAffine
Distort
GaussianDistortion
Elastic deformation
ElasticTransformation
RandomElasticTransform
RandomFisheye
RandomThinPlateSpline
ColorJitter
HueSaturationValue
RandomColor
Raise hue
AddToHue
AddToHueAndSaturation
MultiplyHue
MultiplyHueAndSaturation
WithHueAndSaturation
RandomHue
ColorJiggle
HSV
Saturation
Raise saturation
AddToSaturation
MultiplySaturation
RemoveSaturation
Saturate
RandomSaturation
RandomBrightness
RandomBrightnessContrast
RandomToneCurve
Brightness
brighten
correct_exposure
darken
random_brightness
Raise value
Add
AddToBrightness
EnhanceBrightness
MultiplyAndAddToBrightness
MultiplyBrightness
WithBrightnessChannels
ToGray
Grayscale
Greyscale
RandomGrayscale
InvertImg
Invert
RandomInvert
ToSepia
Sepia
Solarize
Solarize-arithmetic
Solarize-pillike
Solarization
RandomSolarize
IntensityRemap
CLAHE
Equalize
HistogramMatching
RandomContrast
RandomGamma
Contrast
HistogramEqualisation
Gamma
Equalize histogram
Gamma correction
AllChannelsCLAHE
AllChannelsHistogramEqualization
Autocontrast
EnhanceContrast
GammaContrast
HistogramEqualization
LinearContrast
LogContrast
SigmoidContrast
AutoContrast
Equalization
AdjustLog
AdjustSigmoid
RandomEqualize
GammaCorrection
RandomAutocontrast
ChannelDropout
ChannelShuffle
FancyPCA
RGBShift
Raise blue channel
Raise green channel
Raise red channel
Shift channels
ChangeColorTemperature
EnhanceColor
Dopout2D
Multiply
WithColorspace
RandomChannelShift
RandomColorDegeneration
RandomChannelShuffle
RandomPlanckianJitter
RandomRGBShift
ZCAWhitening
Opacity
AdvancedBlur
Blur
Defocus
GaussianBlur
GlassBlur
MedianBlur
MotionBlur
ZoomBlur
RandomBlur
Average Blurring
Bilateral Blurring
Blurring
Gaussian blurring
Median blurring
AverageBlur
BilateralBlur
DefocusBlur
FilterBlur
FilterSmooth
FilterSmoothMore
GaussianBlur-blur
GaussianBlur-imgcorruptlike
MeanShiftBlur
MotionBlur-blur
MotionBlur-imgcorruptlike
BlurPool2D
GuidedBlur
JointBilateralBlur
MaxBlurPool2D
RandomBoxBlur
RandomGaussianBlur
RandomMedianBlur
RandomMotionBlur
GaussNoise
ISONoise
MultiplicativeNoise
Spatter
RandomNoise
ShufflePixels
Dithering
Gaussian noise
Salt and Pepper
AddElementwise
AdditiveGaussianNoise
AdditiveLaplaceNoise
AdditivePoissonNoise
GaussianNoise
ImpulseNoise
Pepper
Salt
SaltAndPepper
ShotNoise
SpeckleNoise
RandomGaussianNoise
Noise
Downscale
ImageCompression
JpegCompression
EncodingQuality
Jpeg
JpegCompression-arithmetic
JpegCompression-imgcorruptlike
JPEGCompression
Emboss
Sharpen
UnsharpMask
EnhanceSharpness
FilterDetail
FilterEdgeEnhance
FilterEdgeEnhanceMore
FilterSharpen
RandomSharpness
RandomAdjustSharpness
closing
dilation
erosion
opening
Posterize
KMeansColorQuantization
UniformColorQuantization
UniformColorQuantizationToNBits
Posterization
RandomPosterize
Cartoon
Superpixels
Pixelization
RandomPixelization
AveragePooling
MaxPooling
MedianPooling
MinPooling
Pixelate
RegularGridVoronoi
RelativeRegularGridVoronoi
UniformVoronoi
Voronoi
RingingOvershoot
RandomErasing
GridDropout
GridMask
CoarseDropout
Cutout
CoarsePepper
CoarseSalt
CoarseSaltAndPepper
RandomCutout
CutOut
MaskDropout
PixelDropout
Dropout
AugMix
MixUp
RandomMixUpV2
CutMix
RandomCutMixV2
FourierMix
RandomMosaic
RandomGridShuffle
Jigsaw
RandomJigsaw
OverlayEmoji
OverlayImage
OverlayOntoBackgroundImage
OverlayOntoScreenshot
OverlayStripes
OverlayText
RandomEmojiOverlay
TemplateTransform
BlendAlpha
BlendAlphaBoundingBoxes
BlendAlphaCheckerboard
BlendAlphaElementwise
BlendAlphaFrequencyNoise
BlendAlphaHorizontalLinearGradient
BlendAlphaMask
BlendAlphaRegularGrid
BlendAlphaSegMapClassIds
BlendAlphaSimplexNoise
BlendAlphaSomeColors
BlendAlphaVerticalLinearGradient
AddWeighted
MaskedComposite
RandomPlasmaBrightness
RandomPlasmaContrast
RandomPlasmaShadow
RandomFog
add_autumn
CloudLayer
Clouds
add_fog
Fog-imgcorruptlike
Fog-weather
RandomRain
add_rain
Rain
RainLayer
RandomSnow
add_snow
FastSnowyLandscape
Snow
Snowflakes
SnowflakesLayer
Frost
RandomSunFlare
add_sun_flare
RandomGravel
add_gravel
add_manhole
RandomShadow
add_shadow
add_speed
BadPhotoCopy
BindingsAndFastners
BleedThrough
BookBinding
BrightnessTexturize
ColorPaper
DirtyDrum
DirtyRollers
Faxify
Folding
InkBleed
Letterpress
LightingGradient
LowInkPeriodicLines
LowInkRandomLines
Markup
NoiseTexturize
PageBorder
PencilScribbles
SubtleNoise
WaterMark
MemeFormat
AutoAugment
RandAugment
TrivialAugment
TrivialAugmentWide