Struct NormalizationSpec 

pub struct NormalizationSpec {
    pub mean: Array1<f32>,
    pub std: Array1<f32>,
    pub range: (f32, f32),
    pub norm_type: NormalizationType,
}

Normalization specification for model inputs

Fields

mean: Array1<f32>

Mean values per channel

std: Array1<f32>

Standard deviation per channel

range: (f32, f32)

Value range (min, max) for clipping

norm_type: NormalizationType

Normalization type

Implementations

impl NormalizationSpec

pub fn imagenet() -> Self

ImageNet normalization parameters

pub fn coco() -> Self

COCO dataset normalization parameters

pub fn cityscapes() -> Self

Cityscapes dataset normalization parameters

pub fn custom(mean: Vec<f32>, std: Vec<f32>, range: (f32, f32)) -> Self

Custom normalization parameters

pub fn min_max() -> Self

Min-max normalization (0-1)

Trait Implementations

impl Clone for NormalizationSpec

fn clone(&self) -> NormalizationSpec

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NormalizationSpec

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

Formats the value using the given formatter.

impl Default for NormalizationSpec

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for NormalizationSpec

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for NormalizationSpec

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.