Enum burn::nn::interpolate::InterpolateMode

pub enum InterpolateMode {
    Nearest,
    Linear,
    Cubic,
}

Algorithm used for downsampling and upsampling

This enum defines different interpolation modes for resampling data.

Variants

Nearest

Nearest-neighbor interpolation

This mode selects the value of the nearest sample point for each output pixel. It is applicable for both temporal and spatial data.

Linear

Linear interpolation

This mode calculates the output value using linear interpolation between nearby sample points.

It is applicable for both temporal and spatial data.

Cubic

Cubic interpolation

This mode uses cubic interpolation to calculate the output value based on surrounding sample points.

It is applicable for both temporal and spatial data and generally provides smoother results than linear interpolation.

Implementations

impl InterpolateMode

pub fn new_nearest() -> InterpolateMode

Constructs a new InterpolateMode::Nearest.

impl InterpolateMode

pub fn new_linear() -> InterpolateMode

Constructs a new InterpolateMode::Linear.

impl InterpolateMode

pub fn new_cubic() -> InterpolateMode

Constructs a new InterpolateMode::Cubic.

Trait Implementations

impl Clone for InterpolateMode

fn clone(&self) -> InterpolateMode

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for InterpolateMode

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for InterpolateMode

fn deserialize<__D>( __deserializer: __D, ) -> Result<InterpolateMode, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl From<InterpolateMode> for InterpolateMode

fn from(mode: InterpolateMode) -> InterpolateMode

Converts to this type from the input type.

impl Serialize for InterpolateMode

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

where __S: Serializer,

Serialize this value into the given Serde serializer.