Package com.google.cloud.aiplatform.v1.schema.predict.prediction

Class ImageSegmentationPredictionResult

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.schema.predict.prediction.ImageSegmentationPredictionResult
All Implemented Interfaces:
ImageSegmentationPredictionResultOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ImageSegmentationPredictionResult extends com.google.protobuf.GeneratedMessage implements ImageSegmentationPredictionResultOrBuilder
 Prediction output format for Image Segmentation.
Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.ImageSegmentationPredictionResult
See Also:

  • Field Details

    • CATEGORY_MASK_FIELD_NUMBER

      public static final int CATEGORY_MASK_FIELD_NUMBER
      See Also:

    • CONFIDENCE_MASK_FIELD_NUMBER

      public static final int CONFIDENCE_MASK_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

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

    • internalGetFieldAccessorTable

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

    • 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.GeneratedMessage

    • 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.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

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

    • 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) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • 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

    • parseFrom

      public static ImageSegmentationPredictionResult parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImageSegmentationPredictionResult parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ImageSegmentationPredictionResult parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ImageSegmentationPredictionResult parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImageSegmentationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImageSegmentationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

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

    • newBuilder

      public static ImageSegmentationPredictionResult.Builder newBuilder()

    • newBuilder

      public static ImageSegmentationPredictionResult.Builder newBuilder(ImageSegmentationPredictionResult prototype)

    • 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.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static ImageSegmentationPredictionResult getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<ImageSegmentationPredictionResult> parser()

    • 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.GeneratedMessage

    • getDefaultInstanceForType

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