Conversion Module

class bio_volumentations.conversion.transforms.ConversionToFormat(always_apply: bool = True, p: float = 1)[source]

Bases: DualTransform

Check the very basic assumptions about the input images.

Adds channel dimension to the 3D images without it. Checks that shapes of individual target types are consistent (to some extent).

Parameters:

  • always_apply (bool, optional) –

    Always apply this transformation in composition.

    Defaults to True.

  • p (float, optional) –

    Chance of applying this transformation in composition.

    Defaults to 1.

Targets:

image, mask

apply(volume, **params)[source]
apply_to_float_mask(mask, **params)[source]
apply_to_mask(mask, **params)[source]
class bio_volumentations.conversion.transforms.NoConversion(always_apply: bool = True, p: float = 1)[source]

Bases: DualTransform

An identity transform.

Parameters:

  • always_apply (bool, optional) –

    Always apply this transformation in composition.

    Defaults to True.

  • p (float, optional) –

    Chance of applying this transformation in composition.

    Defaults to 1.

Targets:

image, mask

apply(volume, **params)[source]
apply_to_float_mask(mask, **params)[source]
apply_to_mask(mask, **params)[source]