N2V Manipulate

Bases: Transform

Default augmentation for the N2V model.

This transform expects C(Z)YX dimensions.

Parameters:

• roi_size (int, default: 11 ) –

  Size of the replacement area, by default 11.

• masked_pixel_percentage (float, default: 0.2 ) –

  Percentage of pixels to mask, by default 0.2.

• strategy (Literal['uniform', 'median'], default: value ) –

  Replaccement strategy, uniform or median, by default uniform.

• remove_center (bool, default: True ) –

  Whether to remove central pixel from patch, by default True.

• struct_mask_axis (Literal['horizontal', 'vertical', 'none'], default: 'none' ) –

  StructN2V mask axis, by default "none".

• struct_mask_span (int, default: 5 ) –

  StructN2V mask span, by default 5.

• seed (Optional[int], default: None ) –

  Random seed, by default None.

Attributes:

• masked_pixel_percentage (float) –

  Percentage of pixels to mask.

• roi_size (int) –

  Size of the replacement area.

• strategy (Literal['uniform', 'median']) –

  Replaccement strategy, uniform or median.

• remove_center (bool) –

  Whether to remove central pixel from patch.

• struct_mask (Optional[StructMaskParameters]) –

  StructN2V mask parameters.

• rng (Generator) –

  Random number generator.