Conversion Module

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

Bases: DualTransform

Check the very basic assumptions about the input images.

Add channel dimension to the 3D images without it. Check 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) –

    Probability 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 src.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) –

    Probability 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]