List of Augmentation Primitives

February 22, 2022 ยท View on GitHub

Arithmetic

Augmentation MethodPrimitive Path
AddElementwiseautovideo/augmentation/arithmetic/AddElementwise_primitive.py
Addautovideo/augmentation/arithmetic/Add_primitive.py
AdditiveGaussianNoiseautovideo/augmentation/arithmetic/AdditiveGaussianNoise_primitive.py
AdditiveLaplaceNoiseautovideo/augmentation/arithmetic/AdditiveLaplaceNoise_primitive.py
CoarseDropoutautovideo/augmentation/arithmetic/CoarseDropout_primitive.py
CoarsePepperautovideo/augmentation/arithmetic/CoarsePepper_primitive.py
CoarseSaltAndPepperautovideo/augmentation/arithmetic/CoarseSaltAndPepper_primitive.py
CoarseSaltautovideo/augmentation/arithmetic/CoarseSalt_primitive.py
Dropout2Dautovideo/augmentation/arithmetic/Dropout2D_primitive.py
Dropoutautovideo/augmentation/arithmetic/Dropout_primitive.py
ImpulseNoiseautovideo/augmentation/arithmetic/ImpulseNoise_primitive.py
Invertautovideo/augmentation/arithmetic/Invert_primitive.py
JpegCompressionautovideo/augmentation/arithmetic/JpegCompression_primitive.py
MultiplyElementwiseautovideo/augmentation/arithmetic/MultiplyElementwise_primitive.py
Multiplyautovideo/augmentation/arithmetic/Multiply_primitive.py
Pepperautovideo/augmentation/arithmetic/Pepper_primitive.py
ReplaceElementwiseautovideo/augmentation/arithmetic/ReplaceElementwise_primitive.py
SaltAndPepperautovideo/augmentation/arithmetic/SaltAndPepper_primitive.py
Saltautovideo/augmentation/arithmetic/Salt_primitive.py
Solarizeautovideo/augmentation/arithmetic/Solarize_primitive.py
TotalDropoutautovideo/augmentation/arithmetic/TotalDropout_primitive.py

Artistic

Augmentation MethodPrimitive Path
Cartoonautovideo/augmentation/artistic/Cartoon_primitive.py

Blend

Augmentation MethodPrimitive Path
BlendAlphaBoundingBoxesautovideo/augmentation/blend/BlendAlphaBoundingBoxes_primitive.py
BlendAlphaCheckerboardautovideo/augmentation/blend/BlendAlphaCheckerboard_primitive.py
BlendAlphaElementwiseautovideo/augmentation/blend/BlendAlphaElementwise_primitive.py
BlendAlphaFrequencyNoiseautovideo/augmentation/blend/BlendAlphaFrequencyNoise_primitive.py
BlendAlphaHorizontalLinearGradientautovideo/augmentation/blend/BlendAlphaHorizontalLinearGradient_primitive.py
BlendAlphaRegularGridautovideo/augmentation/blend/BlendAlphaRegularGrid_primitive.py
BlendAlphaSegMapClassIdsautovideo/augmentation/blend/BlendAlphaSegMapClassIds_primitive.py
BlendAlphaSimplexNoiseautovideo/augmentation/blend/BlendAlphaSimplexNoise_primitive.py
BlendAlphaSomeColorsautovideo/augmentation/blend/BlendAlphaSomeColors_primitive.py
BlendAlphaSomeColorsautovideo/augmentation/blend/BlendAlphaSomeColors_primitive.py
BlendAlphaVerticalLinearGradientautovideo/augmentation/blend/BlendAlphaVerticalLinearGradient_primitive.py
BlendAlphaautovideo/augmentation/blend/BlendAlpha_primitive.py

Blur

Augmentation MethodPrimitive Path
AverageBlurautovideo/augmentation/blend/AverageBlur_primitive.py
BilateralBlurautovideo/augmentation/blend/BilateralBlur_primitive.py
GaussianBlurautovideo/augmentation/blend/GaussianBlur_primitive.py
MeanShiftBlurautovideo/augmentation/blend/MeanShiftBlur_primitive.py
MedianBlurautovideo/augmentation/blend/MedianBlur_primitive.py
MotionBlurautovideo/augmentation/blend/MotionBlur_primitive.py

Collections

Augmentation MethodPrimitive Path
RandAugmentautovideo/augmentation/collections/RandAugment_primitive.py

Color

Augmentation MethodPrimitive Path
AddToBrightnessautovideo/augmentation/color/AddToBrightness_primitive.py
AddToHueAndSaturationautovideo/augmentation/color/AddToHueAndSaturation_primitive.py
AddToHueautovideo/augmentation/color/AddToHue_primitive.py
AddToSaturationautovideo/augmentation/color/AddToSaturation_primitive.py
ChangeColorTemperatureautovideo/augmentation/color/ChangeColorTemperature_primitive.py
ChangeColorspaceautovideo/augmentation/color/ChangeColorspace_primitive.py
Grayscaleautovideo/augmentation/color/Grayscale_primitive.py
KMeansColorQuantizationautovideo/augmentation/color/KMeansColorQuantization_primitive.py
MultiplyBrightnessautovideo/augmentation/color/MultiplyBrightness_primitive.py
MultiplyHueAndSaturationautovideo/augmentation/color/MultiplyHueAndSaturation_primitive.py
MultiplyHueautovideo/augmentation/color/MultiplyHue_primitive.py
MultiplySaturationautovideo/augmentation/color/MultiplySaturation_primitive.py
Posterizeautovideo/augmentation/color/Posterize_primitive.py
RemoveSaturationautovideo/augmentation/color/RemoveSaturation_primitive.py
UniformColorQuantizationToNBitsautovideo/augmentation/color/UniformColorQuantizationToNBits_primitive.py
UniformColorQuantization_primitiveautovideo/augmentation/color/UniformColorQuantization_primitive_primitive.py

Contrast

Augmentation MethodPrimitive Path
AllChannelsCLAHEautovideo/augmentation/contrast/AllChannelsCLAHE_primitive.py
AllChannelsHistogramEqualizationautovideo/augmentation/contrast/AllChannelsHistogramEqualization_primitive.py
CLAHEautovideo/augmentation/contrast/CLAHE_primitive.py
GammaContrastautovideo/augmentation/contrast/GammaContrast_primitive.py
HistogramEqualizationautovideo/augmentation/contrast/HistogramEqualization_primitive.py
LinearContrastautovideo/augmentation/contrast/LinearContrast_primitive.py
LogContrastautovideo/augmentation/contrast/LogContrast_primitive.py
SigmoidContrastautovideo/augmentation/contrast/SigmoidContrast_primitive.py

Convolutional

Augmentation MethodPrimitive Path
DirectedEdgeDetectautovideo/augmentation/convolutional/DirectedEdgeDetect_primitive.py
EdgeDetectautovideo/augmentation/convolutional/EdgeDetect_primitive.py
Embossautovideo/augmentation/convolutional/Emboss_primitive.py
Sharpenautovideo/augmentation/convolutional/Sharpen_primitive.py

Debug

Augmentation MethodPrimitive Path
SaveDebugImageEveryNBatchesautovideo/augmentation/edges/SaveDebugImageEveryNBatches_primitive.py

Edges

Augmentation MethodPrimitive Path
Cannyautovideo/augmentation/debug/Canny_primitive.py

Flip

Augmentation MethodPrimitive Path
Fliplrautovideo/augmentation/debug/Fliplr_primitive.py
Flipudautovideo/augmentation/debug/Fliplr_primitive.py
HorizontalFlipautovideo/augmentation/debug/HorizontalFlip_primitive.py
VericalFlipautovideo/augmentation/debug/VericalFlip_primitive.py

Geometric

Augmentation MethodPrimitive Path
Affineautovideo/augmentation/geometric/Affine_primitive.py
ElasticTransformationautovideo/augmentation/geometric/ElasticTransformation_primitive.py
Jigsawautovideo/augmentation/geometric/Jigsaw_primitive.py
PerspectiveTransformautovideo/augmentation/geometric/PerspectiveTransform_primitive.py
PiecewiseAffineautovideo/augmentation/geometric/PiecewiseAffine_primitive.py
Rot90autovideo/augmentation/geometric/Rot90_primitive.py
Rotateautovideo/augmentation/geometric/Rotate_primitive.py
ScaleXautovideo/augmentation/geometric/ScaleX_primitive.py
ScaleYautovideo/augmentation/geometric/ScaleY_primitive.py
ShearXautovideo/augmentation/geometric/ShearX_primitive.py
ShearYautovideo/augmentation/geometric/ShearY_primitive.py
TranslateXautovideo/augmentation/geometric/TranslateX_primitive.py
TranslateYautovideo/augmentation/geometric/TranslateY_primitive.py
WithPolarWarpingautovideo/augmentation/geometric/WithPolarWarping_primitive.py

Imgcorruptlike

Augmentation MethodPrimitive Path
Brightnessautovideo/augmentation/imgcorruptlike/Brightness_primitive.py
Contrastautovideo/augmentation/imgcorruptlike/Contrast_primitive.py
DefocusBlurautovideo/augmentation/imgcorruptlike/DefocusBlur_primitive.py
ElasticTransformautovideo/augmentation/imgcorruptlike/ElasticTransform_primitive.py
Fogautovideo/augmentation/imgcorruptlike/Fog_primitive.py
Frostautovideo/augmentation/imgcorruptlike/Frost_primitive.py
GaussianBlurautovideo/augmentation/imgcorruptlike/GaussianBlur_primitive.py
GaussianNoiseautovideo/augmentation/imgcorruptlike/GaussianNoise_primitive.py
GlassBlurautovideo/augmentation/imgcorruptlike/GlassBlur_primitive.py
ImpulseNoiseautovideo/augmentation/imgcorruptlike/ImpulseNoise_primitive.py
JpegCompressionautovideo/augmentation/imgcorruptlike/JpegCompression_primitive.py
MotionBlurautovideo/augmentation/imgcorruptlike/MotionBlur_primitive.py
MotionBlurautovideo/augmentation/imgcorruptlike/MotionBlur_primitive.py
Pixelateautovideo/augmentation/imgcorruptlike/Pixelate_primitive.py
Saturateautovideo/augmentation/imgcorruptlike/Saturate_primitive.py
ShotNoiseautovideo/augmentation/imgcorruptlike/ShotNoise_primitive.py
Snowautovideo/augmentation/imgcorruptlike/Snow_primitive.py
Spatterautovideo/augmentation/imgcorruptlike/Spatter_primitive.py
SpeckleNoiseautovideo/augmentation/imgcorruptlike/SpeckleNoise_primitive.py
ZoomBlurautovideo/augmentation/imgcorruptlike/ZoomBlur_primitive.py

Meta

Augmentation MethodPrimitive Path
ChannelShuffleautovideo/augmentation/meta/ChannelShuffle_primitive.py
ClipCBAsToImagePlanesautovideo/augmentation/meta/ClipCBAsToImagePlanes_primitive.py
Identityautovideo/augmentation/meta/Identity_primitive.py
RemoveCBAsByOutOfImageFractionautovideo/augmentation/meta/RemoveCBAsByOutOfImageFraction_primitive.py

Pillike

Augmentation MethodPrimitive Path
Autocontrastautovideo/augmentation/pillike/Autocontrast_primitive.py
EnhanceBrightnessautovideo/augmentation/pillike/EnhanceBrightness_primitive.py
EnhanceColorautovideo/augmentation/pillike/EnhanceColor_primitive.py
EnhanceContrastautovideo/augmentation/pillike/EnhanceContrast_primitive.py
EnhanceSharpnessautovideo/augmentation/pillike/EnhanceSharpness_primitive.py
Equalizeautovideo/augmentation/pillike/Equalize_primitive.py
FilterBlurautovideo/augmentation/pillike/FilterBlur_primitive.py
FilterContourautovideo/augmentation/pillike/FilterContour_primitive.py
FilterDetailautovideo/augmentation/pillike/FilterDetail_primitive.py
FilterEdgeEnhanceMoreautovideo/augmentation/pillike/FilterEdgeEnhanceMore_primitive.py
FilterEdgeEnhanceautovideo/augmentation/pillike/FilterEdgeEnhance_primitive.py
FilterEmbossautovideo/augmentation/pillike/FilterEmboss_primitive.py
FilterFindEdgesautovideo/augmentation/pillike/FilterFindEdges_primitive.py
FilterFindEdgesautovideo/augmentation/pillike/FilterFindEdges_primitive.py
FilterSharpenautovideo/augmentation/pillike/FilterSharpen_primitive.py
FilterSmoothMoreautovideo/augmentation/pillike/FilterSmoothMore_primitive.py
FilterSmoothautovideo/augmentation/pillike/FilterSmooth_primitive.py
Solarizeautovideo/augmentation/pillike/Solarize_primitive.py

Pooling

Augmentation MethodPrimitive Path
AveragePoolingautovideo/augmentation/pooling/AveragePooling_primitive.py
MaxPoolingautovideo/augmentation/pooling/MaxPooling_primitive.py
MedianPoolingautovideo/augmentation/pooling/MedianPooling_primitive.py
MinPoolingautovideo/augmentation/pooling/MinPooling_primitive.py

Segmentation

Augmentation MethodPrimitive Path
RegularGridVoronoiautovideo/augmentation/segmentation/RegularGridVoronoi_primitive.py
RelativeRegularGridVoronoiautovideo/augmentation/segmentation/RelativeRegularGridVoronoi_primitive.py
Superpixelsautovideo/augmentation/segmentation/Superpixels_primitive.py
UniformVoronoiautovideo/augmentation/segmentation/UniformVoronoi_primitive.py

Size

Augmentation MethodPrimitive Path
CenterCropToAspectRatioautovideo/augmentation/size/CenterCropToAspectRatio_primitive.py
CenterCropToFixedSizeautovideo/augmentation/size/CenterCropToFixedSize_primitive.py
CenterCropToMultiplesOfautovideo/augmentation/size/CenterCropToMultiplesOf_primitive.py
CenterCropToPowersOfautovideo/augmentation/size/CenterCropToPowersOf_primitive.py
CenterCropToSquareautovideo/augmentation/size/CenterCropToSquare_primitive.py
CenterPadToAspectRatioautovideo/augmentation/size/CenterPadToAspectRatio_primitive.py
CenterPadToFixedSizeautovideo/augmentation/size/CenterPadToFixedSize_primitive.py
CenterPadToMultiplesOfautovideo/augmentation/size/CenterPadToMultiplesOf_primitive.py
CenterPadToPowersOfautovideo/augmentation/size/CenterPadToPowersOf_primitive.py
CenterPadToSquareautovideo/augmentation/size/CenterPadToSquare_primitive.py
CropAndPadautovideo/augmentation/size/CropAndPad_primitive.py
CropToAspectRatioautovideo/augmentation/size/CropToAspectRatio_primitive.py
CropToFixSizeautovideo/augmentation/size/CropToFixSize_primitive.py
CropToMultiplesOfautovideo/augmentation/size/CropToMultiplesOf_primitive.py
CropToPowersOfautovideo/augmentation/size/CropToPowersOf_primitive.py
CropToSquareautovideo/augmentation/size/CropToSquare_primitive.py
PadToAspectRatioautovideo/augmentation/size/PadToAspectRatio_primitive.py
PadToFixedSizeautovideo/augmentation/size/PadToFixedSize_primitive.py
PadToMultiplesOfautovideo/augmentation/size/PadToMultiplesOf_primitive.py
PadToPowersOfautovideo/augmentation/size/PadToPowersOf_primitive.py
PadToSquareautovideo/augmentation/size/PadToSquare_primitive.py
Resizeautovideo/augmentation/size/Resize_primitive.py

Weather

Augmentation MethodPrimitive Path
Cloudsautovideo/augmentation/weather/Clouds_primitive.py
FastSnowyLandscapeautovideo/augmentation/weather/FastSnowyLandscape_primitive.py
Fogautovideo/augmentation/weather/Fog_primitive.py
Rainautovideo/augmentation/weather/Rain_primitive.py
Snowflakesautovideo/augmentation/weather/Snowflakes_primitive.py