************************* 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/gaussiannoise.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/shotnoise.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/impulsenoise.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/specklenoise.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/gaussianblur.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/glassblur.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/defocusblur.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/motionblur.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/zoomblur.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/fog.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/frost.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/snow.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/spatter.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/contrast.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/brightness.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/saturate.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/jpegcompression.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/pixelate.jpg :alt: 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: .. figure:: ../../images/overview_of_augmenters/imgcorruptlike/elastictransform.jpg :alt: 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)