Class ExplanationMetadata.InputMetadata.Visualization (3.56.0)

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public static final class ExplanationMetadata.InputMetadata.Visualization extends GeneratedMessageV3 implements ExplanationMetadata.InputMetadata.VisualizationOrBuilder

Visualization configurations for image explanation.

Protobuf type google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ExplanationMetadata.InputMetadata.Visualization

Implements

ExplanationMetadata.InputMetadata.VisualizationOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

CLIP_PERCENT_LOWERBOUND_FIELD_NUMBER

public static final int CLIP_PERCENT_LOWERBOUND_FIELD_NUMBER

Field Value
Type	Description
int

CLIP_PERCENT_UPPERBOUND_FIELD_NUMBER

public static final int CLIP_PERCENT_UPPERBOUND_FIELD_NUMBER

Field Value
Type	Description
int

COLOR_MAP_FIELD_NUMBER

public static final int COLOR_MAP_FIELD_NUMBER

Field Value
Type	Description
int

OVERLAY_TYPE_FIELD_NUMBER

public static final int OVERLAY_TYPE_FIELD_NUMBER

Field Value
Type	Description
int

POLARITY_FIELD_NUMBER

public static final int POLARITY_FIELD_NUMBER

Field Value
Type	Description
int

TYPE_FIELD_NUMBER

public static final int TYPE_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ExplanationMetadata.InputMetadata.Visualization getDefaultInstance()

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ExplanationMetadata.InputMetadata.Visualization.Builder newBuilder()

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Builder

newBuilder(ExplanationMetadata.InputMetadata.Visualization prototype)

public static ExplanationMetadata.InputMetadata.Visualization.Builder newBuilder(ExplanationMetadata.InputMetadata.Visualization prototype)

Parameter
Name	Description
prototype	ExplanationMetadata.InputMetadata.Visualization

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Builder

parseDelimitedFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.Visualization parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.Visualization parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ExplanationMetadata.InputMetadata.Visualization> parser()

Returns
Type	Description
Parser<Visualization>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getClipPercentLowerbound()

public float getClipPercentLowerbound()

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

float clip_percent_lowerbound = 5;

Returns
Type	Description
float	The clipPercentLowerbound.

getClipPercentUpperbound()

public float getClipPercentUpperbound()

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.

getColorMap()

public ExplanationMetadata.InputMetadata.Visualization.ColorMap getColorMap()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.ColorMap	The colorMap.

getColorMapValue()

public int getColorMapValue()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;

Returns
Type	Description
int	The enum numeric value on the wire for colorMap.

getDefaultInstanceForType()

public ExplanationMetadata.InputMetadata.Visualization getDefaultInstanceForType()

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization

getOverlayType()

public ExplanationMetadata.InputMetadata.Visualization.OverlayType getOverlayType()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.OverlayType overlay_type = 6;

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.OverlayType	The overlayType.

getOverlayTypeValue()

public int getOverlayTypeValue()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.OverlayType overlay_type = 6;

Returns
Type	Description
int	The enum numeric value on the wire for overlayType.

getParserForType()

public Parser<ExplanationMetadata.InputMetadata.Visualization> getParserForType()

Returns
Type	Description
Parser<Visualization>

Overrides

GeneratedMessageV3.getParserForType()

getPolarity()

public ExplanationMetadata.InputMetadata.Visualization.Polarity getPolarity()

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

.google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.Polarity polarity = 2;

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Polarity	The polarity.

getPolarityValue()

public int getPolarityValue()

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

.google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.Polarity polarity = 2;

Returns
Type	Description
int	The enum numeric value on the wire for polarity.

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getType()

public ExplanationMetadata.InputMetadata.Visualization.Type getType()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.Type type = 1;

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Type	The type.

getTypeValue()

public int getTypeValue()

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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.Type type = 1;

Returns
Type	Description
int	The enum numeric value on the wire for type.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ExplanationMetadata.InputMetadata.Visualization.Builder newBuilderForType()

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ExplanationMetadata.InputMetadata.Visualization.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ExplanationMetadata.InputMetadata.Visualization.Builder toBuilder()

Returns
Type	Description
ExplanationMetadata.InputMetadata.Visualization.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException