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

Class ImageSegmentationPredictionResult.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<ImageSegmentationPredictionResult.Builder>
com.google.cloud.aiplatform.v1.schema.predict.prediction.ImageSegmentationPredictionResult.Builder
All Implemented Interfaces:
ImageSegmentationPredictionResultOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
ImageSegmentationPredictionResult
public static final class ImageSegmentationPredictionResult.Builder extends com.google.protobuf.GeneratedMessage.Builder<ImageSegmentationPredictionResult.Builder> implements ImageSegmentationPredictionResultOrBuilder
 Prediction output format for Image Segmentation.
Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.ImageSegmentationPredictionResult

  • 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.Builder<ImageSegmentationPredictionResult.Builder>

    • clear

      public ImageSegmentationPredictionResult.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<ImageSegmentationPredictionResult.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<ImageSegmentationPredictionResult.Builder>

    • getDefaultInstanceForType

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

    • build

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

    • buildPartial

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

    • mergeFrom

      public ImageSegmentationPredictionResult.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ImageSegmentationPredictionResult.Builder>

    • mergeFrom

      public ImageSegmentationPredictionResult.Builder mergeFrom(ImageSegmentationPredictionResult other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ImageSegmentationPredictionResult.Builder>

    • mergeFrom

      public ImageSegmentationPredictionResult.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ImageSegmentationPredictionResult.Builder>
      Throws:
      IOException

    • 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.

    • setCategoryMask

      public ImageSegmentationPredictionResult.Builder setCategoryMask(String value)
       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;
      Parameters:
      value - The categoryMask to set.
      Returns:
      This builder for chaining.

    • clearCategoryMask

      public ImageSegmentationPredictionResult.Builder clearCategoryMask()
       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;
      Returns:
      This builder for chaining.

    • setCategoryMaskBytes

      public ImageSegmentationPredictionResult.Builder setCategoryMaskBytes(com.google.protobuf.ByteString value)
       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;
      Parameters:
      value - The bytes for categoryMask to set.
      Returns:
      This builder for chaining.

    • 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.

    • setConfidenceMask

      public ImageSegmentationPredictionResult.Builder setConfidenceMask(String value)
       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;
      Parameters:
      value - The confidenceMask to set.
      Returns:
      This builder for chaining.

    • clearConfidenceMask

      public ImageSegmentationPredictionResult.Builder clearConfidenceMask()
       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;
      Returns:
      This builder for chaining.

    • setConfidenceMaskBytes

      public ImageSegmentationPredictionResult.Builder setConfidenceMaskBytes(com.google.protobuf.ByteString value)
       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;
      Parameters:
      value - The bytes for confidenceMask to set.
      Returns:
      This builder for chaining.