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augmenters.imgcorruptlike

GaussianNoise

Wrapper around :func:`~imagecorruptions.corruptions.gaussian_noise`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.GaussianNoise`

The image below visualizes severities 1 to 5 -- one severity per row:

GaussianNoise

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.gaussian_noise`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.GaussianNoise(severity=2)

ShotNoise

Wrapper around :func:`~imagecorruptions.corruptions.shot_noise`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.ShotNoise`

The image below visualizes severities 1 to 5 -- one severity per row:

ShotNoise

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.shot_noise`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.ShotNoise(severity=2)

ImpulseNoise

Wrapper around :func:`~imagecorruptions.corruptions.impulse_noise`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.ImpulseNoise`

The image below visualizes severities 1 to 5 -- one severity per row:

ImpulseNoise

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.impulse_noise`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.ImpulseNoise(severity=2)

SpeckleNoise

Wrapper around :func:`~imagecorruptions.corruptions.speckle_noise`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.SpeckleNoise`

The image below visualizes severities 1 to 5 -- one severity per row:

SpeckleNoise

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.speckle_noise`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.SpeckleNoise(severity=2)

GaussianBlur

Wrapper around :func:`~imagecorruptions.corruptions.gaussian_blur`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.GaussianBlur`

The image below visualizes severities 1 to 5 -- one severity per row:

GaussianBlur

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.gaussian_blur`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.GaussianBlur(severity=2)

GlassBlur

Wrapper around :func:`~imagecorruptions.corruptions.glass_blur`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.GlassBlur`

The image below visualizes severities 1 to 5 -- one severity per row:

GlassBlur

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.glass_blur`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.GlassBlur(severity=2)

DefocusBlur

Wrapper around :func:`~imagecorruptions.corruptions.defocus_blur`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.DefocusBlur`

The image below visualizes severities 1 to 5 -- one severity per row:

DefocusBlur

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.defocus_blur`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.DefocusBlur(severity=2)

MotionBlur

Wrapper around :func:`~imagecorruptions.corruptions.motion_blur`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.MotionBlur`

The image below visualizes severities 1 to 5 -- one severity per row:

MotionBlur

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.motion_blur`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.MotionBlur(severity=2)

ZoomBlur

Wrapper around :func:`~imagecorruptions.corruptions.zoom_blur`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.ZoomBlur`

The image below visualizes severities 1 to 5 -- one severity per row:

ZoomBlur

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.zoom_blur`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.ZoomBlur(severity=2)

Fog

Wrapper around :func:`~imagecorruptions.corruptions.fog`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Fog`

The image below visualizes severities 1 to 5 -- one severity per row:

Fog

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.fog`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Fog(severity=2)

Frost

Wrapper around :func:`~imagecorruptions.corruptions.frost`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Frost`

The image below visualizes severities 1 to 5 -- one severity per row:

Frost

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.frost`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Frost(severity=2)

Snow

Wrapper around :func:`~imagecorruptions.corruptions.snow`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Snow`

The image below visualizes severities 1 to 5 -- one severity per row:

Snow

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.snow`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Snow(severity=2)

Spatter

Wrapper around :func:`~imagecorruptions.corruptions.spatter`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Spatter`

The image below visualizes severities 1 to 5 -- one severity per row:

Spatter

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.spatter`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Spatter(severity=2)

Contrast

Wrapper around :func:`~imagecorruptions.corruptions.contrast`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Contrast`

The image below visualizes severities 1 to 5 -- one severity per row:

Contrast

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.contrast`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Contrast(severity=2)

Brightness

Wrapper around :func:`~imagecorruptions.corruptions.brightness`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Brightness`

The image below visualizes severities 1 to 5 -- one severity per row:

Brightness

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.brightness`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Brightness(severity=2)

Saturate

Wrapper around :func:`~imagecorruptions.corruptions.saturate`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Saturate`

The image below visualizes severities 1 to 5 -- one severity per row:

Saturate

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.saturate`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Saturate(severity=2)

JpegCompression

Wrapper around :func:`~imagecorruptions.corruptions.jpeg_compression`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.JpegCompression`

The image below visualizes severities 1 to 5 -- one severity per row:

JpegCompression

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.jpeg_compression`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.JpegCompression(severity=2)

Pixelate

Wrapper around :func:`~imagecorruptions.corruptions.jpeg_compression`.

Note

This augmenter only affects images. Other data is not changed.

Wrapper around :func:`~imagecorruptions.corruptions.pixelate`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.Pixelate`

The image below visualizes severities 1 to 5 -- one severity per row:

Pixelate

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.pixelate`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.Pixelate(severity=2)

ElasticTransform

Wrapper around :func:`~imagecorruptions.corruptions.elastic_transform`.

Note

This augmenter only affects images. Other data is not changed.

API link: :class:`~imgaug.augmenters.imgcorruptlike.ElasticTransform`

The image below visualizes severities 1 to 5 -- one severity per row:

ElasticTransform

Example. Create an augmenter around :func:`~imagecorruptions.corruptions.elastic_transform`. Apply it to images using e.g. aug(images=[image1, image2, ...]):

import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.ElasticTransform(severity=2)