Struct google_api_proto::google::cloud::aiplatform::v1beta1::explanation_metadata::input_metadata::Visualization

pub struct Visualization {
    pub type: i32,
    pub polarity: i32,
    pub color_map: i32,
    pub clip_percent_upperbound: f32,
    pub clip_percent_lowerbound: f32,
    pub overlay_type: i32,
}

Visualization configurations for image explanation.

Fields

type: i32

Type of the image visualization. Only applicable to [Integrated Gradients attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution]. OUTLINES shows regions of attribution, while PIXELS shows per-pixel attribution. Defaults to OUTLINES.

polarity: i32

Whether to only highlight pixels with positive contributions, negative or both. Defaults to POSITIVE.

color_map: i32

The color scheme used for the highlighted areas.

Defaults to PINK_GREEN for [Integrated Gradients attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution], which shows positive attributions in green and negative in pink.

Defaults to VIRIDIS for [XRAI attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.xrai_attribution], which highlights the most influential regions in yellow and the least influential in blue.

clip_percent_upperbound: f32

Excludes attributions above the specified percentile from the highlighted areas. Using the clip_percent_upperbound and clip_percent_lowerbound together can be useful for filtering out noise and making it easier to see areas of strong attribution. Defaults to 99.9.

clip_percent_lowerbound: f32

Excludes attributions below the specified percentile, from the highlighted areas. Defaults to 62.

overlay_type: i32

How the original image is displayed in the visualization. Adjusting the overlay can help increase visual clarity if the original image makes it difficult to view the visualization. Defaults to NONE.

Implementations

impl Visualization

pub fn type(&self) -> Type

Returns the enum value of type, or the default if the field is set to an invalid enum value.

pub fn set_type(&mut self, value: Type)

Sets type to the provided enum value.

pub fn polarity(&self) -> Polarity

Returns the enum value of polarity, or the default if the field is set to an invalid enum value.

pub fn set_polarity(&mut self, value: Polarity)

Sets polarity to the provided enum value.

pub fn color_map(&self) -> ColorMap

Returns the enum value of color_map, or the default if the field is set to an invalid enum value.

pub fn set_color_map(&mut self, value: ColorMap)

Sets color_map to the provided enum value.

pub fn overlay_type(&self) -> OverlayType

Returns the enum value of overlay_type, or the default if the field is set to an invalid enum value.

pub fn set_overlay_type(&mut self, value: OverlayType)

Sets overlay_type to the provided enum value.

Trait Implementations

impl Clone for Visualization

fn clone(&self) -> Visualization

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Visualization

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

Formats the value using the given formatter.

impl Default for Visualization

fn default() -> Self

Returns the “default value” for a type.

impl Message for Visualization

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for Visualization

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl Copy for Visualization

impl StructuralPartialEq for Visualization