augmentation_primitives.md

List of Augmentation Primitives

Arithmetic

Augmentation Method	Primitive Path
AddElementwise	autovideo/augmentation/arithmetic/AddElementwise_primitive.py
Add	autovideo/augmentation/arithmetic/Add_primitive.py
AdditiveGaussianNoise	autovideo/augmentation/arithmetic/AdditiveGaussianNoise_primitive.py
AdditiveLaplaceNoise	autovideo/augmentation/arithmetic/AdditiveLaplaceNoise_primitive.py
CoarseDropout	autovideo/augmentation/arithmetic/CoarseDropout_primitive.py
CoarsePepper	autovideo/augmentation/arithmetic/CoarsePepper_primitive.py
CoarseSaltAndPepper	autovideo/augmentation/arithmetic/CoarseSaltAndPepper_primitive.py
CoarseSalt	autovideo/augmentation/arithmetic/CoarseSalt_primitive.py
Dropout2D	autovideo/augmentation/arithmetic/Dropout2D_primitive.py
Dropout	autovideo/augmentation/arithmetic/Dropout_primitive.py
ImpulseNoise	autovideo/augmentation/arithmetic/ImpulseNoise_primitive.py
Invert	autovideo/augmentation/arithmetic/Invert_primitive.py
JpegCompression	autovideo/augmentation/arithmetic/JpegCompression_primitive.py
MultiplyElementwise	autovideo/augmentation/arithmetic/MultiplyElementwise_primitive.py
Multiply	autovideo/augmentation/arithmetic/Multiply_primitive.py
Pepper	autovideo/augmentation/arithmetic/Pepper_primitive.py
ReplaceElementwise	autovideo/augmentation/arithmetic/ReplaceElementwise_primitive.py
SaltAndPepper	autovideo/augmentation/arithmetic/SaltAndPepper_primitive.py
Salt	autovideo/augmentation/arithmetic/Salt_primitive.py
Solarize	autovideo/augmentation/arithmetic/Solarize_primitive.py
TotalDropout	autovideo/augmentation/arithmetic/TotalDropout_primitive.py

Artistic

Augmentation Method	Primitive Path
Cartoon	autovideo/augmentation/artistic/Cartoon_primitive.py

Blend

Augmentation Method	Primitive Path
BlendAlphaBoundingBoxes	autovideo/augmentation/blend/BlendAlphaBoundingBoxes_primitive.py
BlendAlphaCheckerboard	autovideo/augmentation/blend/BlendAlphaCheckerboard_primitive.py
BlendAlphaElementwise	autovideo/augmentation/blend/BlendAlphaElementwise_primitive.py
BlendAlphaFrequencyNoise	autovideo/augmentation/blend/BlendAlphaFrequencyNoise_primitive.py
BlendAlphaHorizontalLinearGradient	autovideo/augmentation/blend/BlendAlphaHorizontalLinearGradient_primitive.py
BlendAlphaRegularGrid	autovideo/augmentation/blend/BlendAlphaRegularGrid_primitive.py
BlendAlphaSegMapClassIds	autovideo/augmentation/blend/BlendAlphaSegMapClassIds_primitive.py
BlendAlphaSimplexNoise	autovideo/augmentation/blend/BlendAlphaSimplexNoise_primitive.py
BlendAlphaSomeColors	autovideo/augmentation/blend/BlendAlphaSomeColors_primitive.py
BlendAlphaSomeColors	autovideo/augmentation/blend/BlendAlphaSomeColors_primitive.py
BlendAlphaVerticalLinearGradient	autovideo/augmentation/blend/BlendAlphaVerticalLinearGradient_primitive.py
BlendAlpha	autovideo/augmentation/blend/BlendAlpha_primitive.py

Blur

Augmentation Method	Primitive Path
AverageBlur	autovideo/augmentation/blend/AverageBlur_primitive.py
BilateralBlur	autovideo/augmentation/blend/BilateralBlur_primitive.py
GaussianBlur	autovideo/augmentation/blend/GaussianBlur_primitive.py
MeanShiftBlur	autovideo/augmentation/blend/MeanShiftBlur_primitive.py
MedianBlur	autovideo/augmentation/blend/MedianBlur_primitive.py
MotionBlur	autovideo/augmentation/blend/MotionBlur_primitive.py

Collections

Augmentation Method	Primitive Path
RandAugment	autovideo/augmentation/collections/RandAugment_primitive.py

Color

Augmentation Method	Primitive Path
AddToBrightness	autovideo/augmentation/color/AddToBrightness_primitive.py
AddToHueAndSaturation	autovideo/augmentation/color/AddToHueAndSaturation_primitive.py
AddToHue	autovideo/augmentation/color/AddToHue_primitive.py
AddToSaturation	autovideo/augmentation/color/AddToSaturation_primitive.py
ChangeColorTemperature	autovideo/augmentation/color/ChangeColorTemperature_primitive.py
ChangeColorspace	autovideo/augmentation/color/ChangeColorspace_primitive.py
Grayscale	autovideo/augmentation/color/Grayscale_primitive.py
KMeansColorQuantization	autovideo/augmentation/color/KMeansColorQuantization_primitive.py
MultiplyBrightness	autovideo/augmentation/color/MultiplyBrightness_primitive.py
MultiplyHueAndSaturation	autovideo/augmentation/color/MultiplyHueAndSaturation_primitive.py
MultiplyHue	autovideo/augmentation/color/MultiplyHue_primitive.py
MultiplySaturation	autovideo/augmentation/color/MultiplySaturation_primitive.py
Posterize	autovideo/augmentation/color/Posterize_primitive.py
RemoveSaturation	autovideo/augmentation/color/RemoveSaturation_primitive.py
UniformColorQuantizationToNBits	autovideo/augmentation/color/UniformColorQuantizationToNBits_primitive.py
UniformColorQuantization_primitive	autovideo/augmentation/color/UniformColorQuantization_primitive_primitive.py

Contrast

Augmentation Method	Primitive Path
AllChannelsCLAHE	autovideo/augmentation/contrast/AllChannelsCLAHE_primitive.py
AllChannelsHistogramEqualization	autovideo/augmentation/contrast/AllChannelsHistogramEqualization_primitive.py
CLAHE	autovideo/augmentation/contrast/CLAHE_primitive.py
GammaContrast	autovideo/augmentation/contrast/GammaContrast_primitive.py
HistogramEqualization	autovideo/augmentation/contrast/HistogramEqualization_primitive.py
LinearContrast	autovideo/augmentation/contrast/LinearContrast_primitive.py
LogContrast	autovideo/augmentation/contrast/LogContrast_primitive.py
SigmoidContrast	autovideo/augmentation/contrast/SigmoidContrast_primitive.py

Convolutional

Augmentation Method	Primitive Path
DirectedEdgeDetect	autovideo/augmentation/convolutional/DirectedEdgeDetect_primitive.py
EdgeDetect	autovideo/augmentation/convolutional/EdgeDetect_primitive.py
Emboss	autovideo/augmentation/convolutional/Emboss_primitive.py
Sharpen	autovideo/augmentation/convolutional/Sharpen_primitive.py

Debug

Augmentation Method	Primitive Path
SaveDebugImageEveryNBatches	autovideo/augmentation/edges/SaveDebugImageEveryNBatches_primitive.py

Edges

Augmentation Method	Primitive Path
Canny	autovideo/augmentation/debug/Canny_primitive.py

Flip

Augmentation Method	Primitive Path
Fliplr	autovideo/augmentation/debug/Fliplr_primitive.py
Flipud	autovideo/augmentation/debug/Fliplr_primitive.py
HorizontalFlip	autovideo/augmentation/debug/HorizontalFlip_primitive.py
VericalFlip	autovideo/augmentation/debug/VericalFlip_primitive.py

Geometric

Augmentation Method	Primitive Path
Affine	autovideo/augmentation/geometric/Affine_primitive.py
ElasticTransformation	autovideo/augmentation/geometric/ElasticTransformation_primitive.py
Jigsaw	autovideo/augmentation/geometric/Jigsaw_primitive.py
PerspectiveTransform	autovideo/augmentation/geometric/PerspectiveTransform_primitive.py
PiecewiseAffine	autovideo/augmentation/geometric/PiecewiseAffine_primitive.py
Rot90	autovideo/augmentation/geometric/Rot90_primitive.py
Rotate	autovideo/augmentation/geometric/Rotate_primitive.py
ScaleX	autovideo/augmentation/geometric/ScaleX_primitive.py
ScaleY	autovideo/augmentation/geometric/ScaleY_primitive.py
ShearX	autovideo/augmentation/geometric/ShearX_primitive.py
ShearY	autovideo/augmentation/geometric/ShearY_primitive.py
TranslateX	autovideo/augmentation/geometric/TranslateX_primitive.py
TranslateY	autovideo/augmentation/geometric/TranslateY_primitive.py
WithPolarWarping	autovideo/augmentation/geometric/WithPolarWarping_primitive.py

Imgcorruptlike

Augmentation Method	Primitive Path
Brightness	autovideo/augmentation/imgcorruptlike/Brightness_primitive.py
Contrast	autovideo/augmentation/imgcorruptlike/Contrast_primitive.py
DefocusBlur	autovideo/augmentation/imgcorruptlike/DefocusBlur_primitive.py
ElasticTransform	autovideo/augmentation/imgcorruptlike/ElasticTransform_primitive.py
Fog	autovideo/augmentation/imgcorruptlike/Fog_primitive.py
Frost	autovideo/augmentation/imgcorruptlike/Frost_primitive.py
GaussianBlur	autovideo/augmentation/imgcorruptlike/GaussianBlur_primitive.py
GaussianNoise	autovideo/augmentation/imgcorruptlike/GaussianNoise_primitive.py
GlassBlur	autovideo/augmentation/imgcorruptlike/GlassBlur_primitive.py
ImpulseNoise	autovideo/augmentation/imgcorruptlike/ImpulseNoise_primitive.py
JpegCompression	autovideo/augmentation/imgcorruptlike/JpegCompression_primitive.py
MotionBlur	autovideo/augmentation/imgcorruptlike/MotionBlur_primitive.py
MotionBlur	autovideo/augmentation/imgcorruptlike/MotionBlur_primitive.py
Pixelate	autovideo/augmentation/imgcorruptlike/Pixelate_primitive.py
Saturate	autovideo/augmentation/imgcorruptlike/Saturate_primitive.py
ShotNoise	autovideo/augmentation/imgcorruptlike/ShotNoise_primitive.py
Snow	autovideo/augmentation/imgcorruptlike/Snow_primitive.py
Spatter	autovideo/augmentation/imgcorruptlike/Spatter_primitive.py
SpeckleNoise	autovideo/augmentation/imgcorruptlike/SpeckleNoise_primitive.py
ZoomBlur	autovideo/augmentation/imgcorruptlike/ZoomBlur_primitive.py

Meta

Augmentation Method	Primitive Path
ChannelShuffle	autovideo/augmentation/meta/ChannelShuffle_primitive.py
ClipCBAsToImagePlanes	autovideo/augmentation/meta/ClipCBAsToImagePlanes_primitive.py
Identity	autovideo/augmentation/meta/Identity_primitive.py
RemoveCBAsByOutOfImageFraction	autovideo/augmentation/meta/RemoveCBAsByOutOfImageFraction_primitive.py

Pillike

Augmentation Method	Primitive Path
Autocontrast	autovideo/augmentation/pillike/Autocontrast_primitive.py
EnhanceBrightness	autovideo/augmentation/pillike/EnhanceBrightness_primitive.py
EnhanceColor	autovideo/augmentation/pillike/EnhanceColor_primitive.py
EnhanceContrast	autovideo/augmentation/pillike/EnhanceContrast_primitive.py
EnhanceSharpness	autovideo/augmentation/pillike/EnhanceSharpness_primitive.py
Equalize	autovideo/augmentation/pillike/Equalize_primitive.py
FilterBlur	autovideo/augmentation/pillike/FilterBlur_primitive.py
FilterContour	autovideo/augmentation/pillike/FilterContour_primitive.py
FilterDetail	autovideo/augmentation/pillike/FilterDetail_primitive.py
FilterEdgeEnhanceMore	autovideo/augmentation/pillike/FilterEdgeEnhanceMore_primitive.py
FilterEdgeEnhance	autovideo/augmentation/pillike/FilterEdgeEnhance_primitive.py
FilterEmboss	autovideo/augmentation/pillike/FilterEmboss_primitive.py
FilterFindEdges	autovideo/augmentation/pillike/FilterFindEdges_primitive.py
FilterFindEdges	autovideo/augmentation/pillike/FilterFindEdges_primitive.py
FilterSharpen	autovideo/augmentation/pillike/FilterSharpen_primitive.py
FilterSmoothMore	autovideo/augmentation/pillike/FilterSmoothMore_primitive.py
FilterSmooth	autovideo/augmentation/pillike/FilterSmooth_primitive.py
Solarize	autovideo/augmentation/pillike/Solarize_primitive.py

Pooling

Augmentation Method	Primitive Path
AveragePooling	autovideo/augmentation/pooling/AveragePooling_primitive.py
MaxPooling	autovideo/augmentation/pooling/MaxPooling_primitive.py
MedianPooling	autovideo/augmentation/pooling/MedianPooling_primitive.py
MinPooling	autovideo/augmentation/pooling/MinPooling_primitive.py

Segmentation

Augmentation Method	Primitive Path
RegularGridVoronoi	autovideo/augmentation/segmentation/RegularGridVoronoi_primitive.py
RelativeRegularGridVoronoi	autovideo/augmentation/segmentation/RelativeRegularGridVoronoi_primitive.py
Superpixels	autovideo/augmentation/segmentation/Superpixels_primitive.py
UniformVoronoi	autovideo/augmentation/segmentation/UniformVoronoi_primitive.py

Size

Augmentation Method	Primitive Path
CenterCropToAspectRatio	autovideo/augmentation/size/CenterCropToAspectRatio_primitive.py
CenterCropToFixedSize	autovideo/augmentation/size/CenterCropToFixedSize_primitive.py
CenterCropToMultiplesOf	autovideo/augmentation/size/CenterCropToMultiplesOf_primitive.py
CenterCropToPowersOf	autovideo/augmentation/size/CenterCropToPowersOf_primitive.py
CenterCropToSquare	autovideo/augmentation/size/CenterCropToSquare_primitive.py
CenterPadToAspectRatio	autovideo/augmentation/size/CenterPadToAspectRatio_primitive.py
CenterPadToFixedSize	autovideo/augmentation/size/CenterPadToFixedSize_primitive.py
CenterPadToMultiplesOf	autovideo/augmentation/size/CenterPadToMultiplesOf_primitive.py
CenterPadToPowersOf	autovideo/augmentation/size/CenterPadToPowersOf_primitive.py
CenterPadToSquare	autovideo/augmentation/size/CenterPadToSquare_primitive.py
CropAndPad	autovideo/augmentation/size/CropAndPad_primitive.py
CropToAspectRatio	autovideo/augmentation/size/CropToAspectRatio_primitive.py
CropToFixSize	autovideo/augmentation/size/CropToFixSize_primitive.py
CropToMultiplesOf	autovideo/augmentation/size/CropToMultiplesOf_primitive.py
CropToPowersOf	autovideo/augmentation/size/CropToPowersOf_primitive.py
CropToSquare	autovideo/augmentation/size/CropToSquare_primitive.py
PadToAspectRatio	autovideo/augmentation/size/PadToAspectRatio_primitive.py
PadToFixedSize	autovideo/augmentation/size/PadToFixedSize_primitive.py
PadToMultiplesOf	autovideo/augmentation/size/PadToMultiplesOf_primitive.py
PadToPowersOf	autovideo/augmentation/size/PadToPowersOf_primitive.py
PadToSquare	autovideo/augmentation/size/PadToSquare_primitive.py
Resize	autovideo/augmentation/size/Resize_primitive.py

Weather

Augmentation Method	Primitive Path
Clouds	autovideo/augmentation/weather/Clouds_primitive.py
FastSnowyLandscape	autovideo/augmentation/weather/FastSnowyLandscape_primitive.py
Fog	autovideo/augmentation/weather/Fog_primitive.py
Rain	autovideo/augmentation/weather/Rain_primitive.py
Snowflakes	autovideo/augmentation/weather/Snowflakes_primitive.py