[PYTHON] Move the Augmentaiton of Albumentations earnestly

What is Albumentations?

This article

Blur

Blur

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MotionBlur

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GaussianBlur

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GlassBlur

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Noise, Compression

GaussNoise

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JpegCompression

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ImageCompression

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ISONoise

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MultiplicativeNoise

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Downscale

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Simple geometric change system (Flip, Crop, Rotate, Scale, Transpose)

Flip

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VerticalFlip

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HorizontalFlip

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Crop

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RandomCrop

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CenterCrop

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RandomSizedCrop

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RandomResizedCrop

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Rotate

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RandomScale

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RandomRotate90

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Transpose

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Advanced geometric transformation system (Affine, Distortion)

ShiftScaleRotate

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OpticalDistortion

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GridDistortion

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ElasticTransform

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RandomGridShuffle

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Color tinkering system

HueSaturationValue

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RGBShift

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ChannelShuffle

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ChannelDropout

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Posterize

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ToGray

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ToSepia

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Brightness and contrast tinkering system

InvertImg

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Normalize

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RandomGamma

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RandomBrightness

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RandomContrast

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RandomBrightnessContrast

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CLAHE

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Solarize

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Dropout system

Cutout

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CoarseDropout

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Weather change / environment / optical reproduction system

RandomSnow

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RandomRain

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RandomFog

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RandomSunFlare

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RandomShadow

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other

FancyPCA

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PadIfNeeded

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