augmenters.imgcorruptlike¶
GaussianNoise¶
Wrapper around gaussian_noise()
.
Note
This augmenter only affects images. Other data is not changed.
API link: GaussianNoise
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 shot_noise()
.
Note
This augmenter only affects images. Other data is not changed.
API link: ShotNoise
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 impulse_noise()
.
Note
This augmenter only affects images. Other data is not changed.
API link: ImpulseNoise
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 speckle_noise()
.
Note
This augmenter only affects images. Other data is not changed.
API link: SpeckleNoise
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 gaussian_blur()
.
Note
This augmenter only affects images. Other data is not changed.
API link: GaussianBlur
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 glass_blur()
.
Note
This augmenter only affects images. Other data is not changed.
API link: GlassBlur
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 defocus_blur()
.
Note
This augmenter only affects images. Other data is not changed.
API link: DefocusBlur
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 motion_blur()
.
Note
This augmenter only affects images. Other data is not changed.
API link: MotionBlur
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 zoom_blur()
.
Note
This augmenter only affects images. Other data is not changed.
API link: ZoomBlur
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 fog()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Fog
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 frost()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Frost
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 snow()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Snow
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 spatter()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Spatter
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 contrast()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Contrast
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 brightness()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Brightness
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 saturate()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Saturate
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 jpeg_compression()
.
Note
This augmenter only affects images. Other data is not changed.
API link: JpegCompression
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 jpeg_compression()
.
Note
This augmenter only affects images. Other data is not changed.
Wrapper around pixelate()
.
Note
This augmenter only affects images. Other data is not changed.
API link: Pixelate
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
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 elastic_transform()
.
Note
This augmenter only affects images. Other data is not changed.
API link: ElasticTransform
The image below visualizes severities 1
to 5
– one severity per row:
Example.
Create an augmenter around
elastic_transform()
.
Apply it to images using e.g. aug(images=[image1, image2, ...])
:
import imgaug.augmenters as iaa
aug = iaa.imgcorruptlike.ElasticTransform(severity=2)