publicstaticfinalclass ExplanationMetadata.InputMetadata.VisualizationextendsGeneratedMessageV3implementsExplanationMetadata.InputMetadata.VisualizationOrBuilder
Visualization configurations for image explanation.
Protobuf type
google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
publicstaticfinalintCLIP_PERCENT_LOWERBOUND_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
publicstaticfinalintCLIP_PERCENT_UPPERBOUND_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
publicstaticfinalintCOLOR_MAP_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
publicstaticfinalintOVERLAY_TYPE_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
publicstaticfinalintPOLARITY_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
publicstaticfinalintTYPE_FIELD_NUMBER
| Field Value |
| Type |
Description |
int |
Static Methods
publicstaticExplanationMetadata.InputMetadata.VisualizationgetDefaultInstance()
publicstaticfinalDescriptors.DescriptorgetDescriptor()
publicstaticExplanationMetadata.InputMetadata.Visualization.BuildernewBuilder()
publicstaticExplanationMetadata.InputMetadata.Visualization.BuildernewBuilder(ExplanationMetadata.InputMetadata.Visualizationprototype)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseDelimitedFrom(InputStreaminput)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseDelimitedFrom(InputStreaminput,ExtensionRegistryLiteextensionRegistry)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(byte[]data)
| Parameter |
| Name |
Description |
data |
byte[]
|
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(byte[]data,ExtensionRegistryLiteextensionRegistry)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(ByteStringdata)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(ByteStringdata,ExtensionRegistryLiteextensionRegistry)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(CodedInputStreaminput)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(CodedInputStreaminput,ExtensionRegistryLiteextensionRegistry)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(InputStreaminput)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(InputStreaminput,ExtensionRegistryLiteextensionRegistry)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(ByteBufferdata)
publicstaticExplanationMetadata.InputMetadata.VisualizationparseFrom(ByteBufferdata,ExtensionRegistryLiteextensionRegistry)
publicstaticParser<ExplanationMetadata.InputMetadata.Visualization>parser()
Methods
publicbooleanequals(Objectobj)
| Parameter |
| Name |
Description |
obj |
Object
|
Overrides
publicfloatgetClipPercentLowerbound()
Excludes attributions below the specified percentile, from the
highlighted areas. Defaults to 62.
float clip_percent_lowerbound = 5;
| Returns |
| Type |
Description |
float |
The clipPercentLowerbound.
|
publicfloatgetClipPercentUpperbound()
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.
float clip_percent_upperbound = 4;
| Returns |
| Type |
Description |
float |
The clipPercentUpperbound.
|
publicExplanationMetadata.InputMetadata.Visualization.ColorMapgetColorMap()
The color scheme used for the highlighted areas.
Defaults to PINK_GREEN for
Integrated Gradients
attribution,
which shows positive attributions in green and negative in pink.
Defaults to VIRIDIS for
XRAI
attribution,
which highlights the most influential regions in yellow and the least
influential in blue.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;
publicintgetColorMapValue()
The color scheme used for the highlighted areas.
Defaults to PINK_GREEN for
Integrated Gradients
attribution,
which shows positive attributions in green and negative in pink.
Defaults to VIRIDIS for
XRAI
attribution,
which highlights the most influential regions in yellow and the least
influential in blue.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;
| Returns |
| Type |
Description |
int |
The enum numeric value on the wire for colorMap.
|
publicExplanationMetadata.InputMetadata.VisualizationgetDefaultInstanceForType()
publicExplanationMetadata.InputMetadata.Visualization.OverlayTypegetOverlayType()
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.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.OverlayType overlay_type = 6;
publicintgetOverlayTypeValue()
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.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.OverlayType overlay_type = 6;
| Returns |
| Type |
Description |
int |
The enum numeric value on the wire for overlayType.
|
publicParser<ExplanationMetadata.InputMetadata.Visualization>getParserForType()
Overrides
publicExplanationMetadata.InputMetadata.Visualization.PolaritygetPolarity()
Whether to only highlight pixels with positive contributions, negative
or both. Defaults to POSITIVE.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.Polarity polarity = 2;
publicintgetPolarityValue()
Whether to only highlight pixels with positive contributions, negative
or both. Defaults to POSITIVE.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.Polarity polarity = 2;
| Returns |
| Type |
Description |
int |
The enum numeric value on the wire for polarity.
|
publicintgetSerializedSize()
| Returns |
| Type |
Description |
int |
Overrides
publicExplanationMetadata.InputMetadata.Visualization.TypegetType()
Type of the image visualization. Only applicable to
Integrated Gradients
attribution.
OUTLINES shows regions of attribution, while PIXELS shows per-pixel
attribution. Defaults to OUTLINES.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.Type type = 1;
Type of the image visualization. Only applicable to
Integrated Gradients
attribution.
OUTLINES shows regions of attribution, while PIXELS shows per-pixel
attribution. Defaults to OUTLINES.
.google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.Visualization.Type type = 1;
| Returns |
| Type |
Description |
int |
The enum numeric value on the wire for type.
|
| Returns |
| Type |
Description |
int |
Overrides
protectedGeneratedMessageV3.FieldAccessorTableinternalGetFieldAccessorTable()
Overrides
publicfinalbooleanisInitialized()
Overrides
publicExplanationMetadata.InputMetadata.Visualization.BuildernewBuilderForType()
protectedExplanationMetadata.InputMetadata.Visualization.BuildernewBuilderForType(GeneratedMessageV3.BuilderParentparent)
Overrides
protectedObjectnewInstance(GeneratedMessageV3.UnusedPrivateParameterunused)
| Returns |
| Type |
Description |
Object |
Overrides
publicExplanationMetadata.InputMetadata.Visualization.BuildertoBuilder()
publicvoidwriteTo(CodedOutputStreamoutput)
Overrides