Enum MixAugmentation

pub enum MixAugmentation {
    MixUp {
        alpha: f64,
    },
    CutMix {
        alpha: f64,
        cut_ratio_range: (f64, f64),
    },
    AugMix {
        severity: usize,
        width: usize,
        depth: usize,
        alpha: f64,
    },
    ManifoldMix {
        alpha: f64,
        layer_mix_probability: f64,
    },
}

Mix-based augmentation strategies

Variants

MixUp

MixUp augmentation

Fields

alpha: f64

Beta distribution parameter for mixing ratio

CutMix

CutMix augmentation

Fields

alpha: f64

Beta distribution parameter for mixing ratio

cut_ratio_range: (f64, f64)

Range of cut ratios (min, max)

AugMix

AugMix augmentation

Fields

severity: usize

Severity of augmentation operations

width: usize

Width of augmentation chain

depth: usize

Depth of augmentation chain

alpha: f64

Beta distribution parameter for mixing

ManifoldMix

Manifold mixup

Fields

alpha: f64

Beta distribution parameter for mixing ratio

layer_mix_probability: f64

Probability of mixing at each layer

Trait Implementations

impl Clone for MixAugmentation

fn clone(&self) -> MixAugmentation

Returns a duplicate of the value.

const fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MixAugmentation

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for MixAugmentation

fn eq(&self, other: &MixAugmentation) -> bool

Tests for self and other values to be equal, and is used by ==.

const fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for MixAugmentation