Package com.google.cloud.aiplatform.v1beta1

Class ExplanationMetadata.InputMetadata.Visualization

    • Field Detail

      • CLIP_PERCENT_UPPERBOUND_FIELD_NUMBER

        public static final int CLIP_PERCENT_UPPERBOUND_FIELD_NUMBER
        See Also:
        Constant Field Values

      • CLIP_PERCENT_LOWERBOUND_FIELD_NUMBER

        public static final int CLIP_PERCENT_LOWERBOUND_FIELD_NUMBER
        See Also:
        Constant Field Values

      • OVERLAY_TYPE_FIELD_NUMBER

        public static final int OVERLAY_TYPE_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • getTypeValue

        public int getTypeValue()
         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.
        .google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.Type type = 1;
        Specified by:
        getTypeValue in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The enum numeric value on the wire for type.

      • 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;
        Specified by:
        getPolarityValue in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The enum numeric value on the wire for polarity.

      • getColorMapValue

        public int getColorMapValue()
         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.
        .google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;
        Specified by:
        getColorMapValue in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The enum numeric value on the wire for colorMap.

      • getColorMap

        public ExplanationMetadata.InputMetadata.Visualization.ColorMap getColorMap()
         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.
        .google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.Visualization.ColorMap color_map = 3;
        Specified by:
        getColorMap in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The colorMap.

      • 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;
        Specified by:
        getClipPercentUpperbound in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The clipPercentUpperbound.

      • 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;
        Specified by:
        getOverlayTypeValue in interface ExplanationMetadata.InputMetadata.VisualizationOrBuilder
        Returns:
        The enum numeric value on the wire for overlayType.

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(com.google.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface com.google.protobuf.MessageLite
        Overrides:
        writeTo in class com.google.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface com.google.protobuf.Message
        Overrides:
        equals in class com.google.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface com.google.protobuf.Message
        Overrides:
        hashCode in class com.google.protobuf.AbstractMessage

      • parseFrom

        public static ExplanationMetadata.InputMetadata.Visualization parseFrom​(ByteBuffer data,
                                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                 throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static ExplanationMetadata.InputMetadata.Visualization parseFrom​(com.google.protobuf.ByteString data)
                                                                 throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static ExplanationMetadata.InputMetadata.Visualization parseFrom​(com.google.protobuf.ByteString data,
                                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                 throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static ExplanationMetadata.InputMetadata.Visualization parseFrom​(byte[] data,
                                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                 throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • getParserForType

        public com.google.protobuf.Parser<ExplanationMetadata.InputMetadata.Visualization> getParserForType()
        Specified by:
        getParserForType in interface com.google.protobuf.Message
        Specified by:
        getParserForType in interface com.google.protobuf.MessageLite
        Overrides:
        getParserForType in class com.google.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public ExplanationMetadata.InputMetadata.Visualization getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder