Package com.google.cloud.aiplatform.v1beta1.schema.predict.prediction

Class ImageSegmentationPredictionResult

  • All Implemented Interfaces:
    ImageSegmentationPredictionResultOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class ImageSegmentationPredictionResult
extends com.google.protobuf.GeneratedMessageV3
implements ImageSegmentationPredictionResultOrBuilder
     Prediction output format for Image Segmentation.
    Protobuf type google.cloud.aiplatform.v1beta1.schema.predict.prediction.ImageSegmentationPredictionResult
    See Also:
    Serialized Form

    • Field Detail

      • CATEGORY_MASK_FIELD_NUMBER

        public static final int CATEGORY_MASK_FIELD_NUMBER
        See Also:
        Constant Field Values

      • CONFIDENCE_MASK_FIELD_NUMBER

        public static final int CONFIDENCE_MASK_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

      • getCategoryMask

        public String getCategoryMask()
         A PNG image where each pixel in the mask represents the category in which
 the pixel in the original image was predicted to belong to. The size of
 this image will be the same as the original image. The mapping between the
 AnntoationSpec and the color can be found in model's metadata. The model
 will choose the most likely category and if none of the categories reach
 the confidence threshold, the pixel will be marked as background.
        string category_mask = 1;
        Specified by:
        getCategoryMask in interface ImageSegmentationPredictionResultOrBuilder
        Returns:
        The categoryMask.

      • getCategoryMaskBytes

        public com.google.protobuf.ByteString getCategoryMaskBytes()
         A PNG image where each pixel in the mask represents the category in which
 the pixel in the original image was predicted to belong to. The size of
 this image will be the same as the original image. The mapping between the
 AnntoationSpec and the color can be found in model's metadata. The model
 will choose the most likely category and if none of the categories reach
 the confidence threshold, the pixel will be marked as background.
        string category_mask = 1;
        Specified by:
        getCategoryMaskBytes in interface ImageSegmentationPredictionResultOrBuilder
        Returns:
        The bytes for categoryMask.

      • getConfidenceMask

        public String getConfidenceMask()
         A one channel image which is encoded as an 8bit lossless PNG. The size of
 the image will be the same as the original image. For a specific pixel,
 darker color means less confidence in correctness of the cateogry in the
 categoryMask for the corresponding pixel. Black means no confidence and
 white means complete confidence.
        string confidence_mask = 2;
        Specified by:
        getConfidenceMask in interface ImageSegmentationPredictionResultOrBuilder
        Returns:
        The confidenceMask.

      • getConfidenceMaskBytes

        public com.google.protobuf.ByteString getConfidenceMaskBytes()
         A one channel image which is encoded as an 8bit lossless PNG. The size of
 the image will be the same as the original image. For a specific pixel,
 darker color means less confidence in correctness of the cateogry in the
 categoryMask for the corresponding pixel. Black means no confidence and
 white means complete confidence.
        string confidence_mask = 2;
        Specified by:
        getConfidenceMaskBytes in interface ImageSegmentationPredictionResultOrBuilder
        Returns:
        The bytes for confidenceMask.

      • 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 ImageSegmentationPredictionResult parseFrom​(ByteBuffer data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

        public static ImageSegmentationPredictionResult parseFrom​(byte[] data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • newBuilderForType

        public ImageSegmentationPredictionResult.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType in interface com.google.protobuf.MessageLite

      • toBuilder

        public ImageSegmentationPredictionResult.Builder toBuilder()
        Specified by:
        toBuilder in interface com.google.protobuf.Message
        Specified by:
        toBuilder in interface com.google.protobuf.MessageLite

      • newBuilderForType

        protected ImageSegmentationPredictionResult.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getParserForType

        public com.google.protobuf.Parser<ImageSegmentationPredictionResult> 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 ImageSegmentationPredictionResult getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder