composer.algorithms.functional.augment_and_mix

composer.algorithms.functional.augment_and_mix(img: Optional[PIL.Image.Image] = None, severity: int = 3, depth: int = -1, width: int = 3, alpha: float = 1.0, augmentation_set: List = [<function autocontrast>, <function equalize>, <function posterize>, <function rotate>, <function solarize>, <function shear_x>, <function shear_y>, <function translate_x>, <function translate_y>, <function color>, <function contrast>, <function brightness>, <function sharpness>]) PIL.Image.Image[source]

Applies AugMix (Hendrycks et al.) data augmentation to an image. See AugMix for details.