ExplanationMetadata_InputMetadata_Visualization class final
Visualization configurations for image explanation.
- Inheritance
-
- Object
- ProtoMessage
- ExplanationMetadata_InputMetadata_Visualization
Constructors
- ExplanationMetadata_InputMetadata_Visualization({ExplanationMetadata_InputMetadata_Visualization_Type type = ExplanationMetadata_InputMetadata_Visualization_Type.$default, ExplanationMetadata_InputMetadata_Visualization_Polarity polarity = ExplanationMetadata_InputMetadata_Visualization_Polarity.$default, ExplanationMetadata_InputMetadata_Visualization_ColorMap colorMap = ExplanationMetadata_InputMetadata_Visualization_ColorMap.$default, double clipPercentUpperbound = 0, double clipPercentLowerbound = 0, ExplanationMetadata_InputMetadata_Visualization_OverlayType overlayType = ExplanationMetadata_InputMetadata_Visualization_OverlayType.$default})
-
ExplanationMetadata_InputMetadata_Visualization.fromJson(Map<
String, dynamic> json) -
factory
Properties
- clipPercentLowerbound → double
-
Excludes attributions below the specified percentile, from the
highlighted areas. Defaults to 62.
final
- clipPercentUpperbound → double
-
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.
final
- colorMap → ExplanationMetadata_InputMetadata_Visualization_ColorMap
-
The color scheme used for the highlighted areas.
final
- hashCode → int
-
The hash code for this object.
no setterinherited
- overlayType → ExplanationMetadata_InputMetadata_Visualization_OverlayType
-
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.
final
- polarity → ExplanationMetadata_InputMetadata_Visualization_Polarity
-
Whether to only highlight pixels with positive contributions, negative
or both. Defaults to POSITIVE.
final
- qualifiedName → String
-
The fully qualified name of this message, i.e.,
google.protobuf.Durationorgoogle.rpc.ErrorInfo.finalinherited - runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- type → ExplanationMetadata_InputMetadata_Visualization_Type
-
Type of the image visualization. Only applicable to
google.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution. OUTLINES shows regions of attribution, while PIXELS shows per-pixel attribution. Defaults to OUTLINES.final
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Object -
override
-
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- fullyQualifiedName → const String