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 Summary

Modifier and Type	Method and Description
ImageSegmentationPredictionResult	build()
ImageSegmentationPredictionResult	buildPartial()
ImageSegmentationPredictionResult.Builder	clear()
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.
ImageSegmentationPredictionResult.Builder	clearConfidenceMask() A one channel image which is encoded as an 8bit lossless PNG.
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.
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.
String	getConfidenceMask() A one channel image which is encoded as an 8bit lossless PNG.
com.google.protobuf.ByteString	getConfidenceMaskBytes() A one channel image which is encoded as an 8bit lossless PNG.
ImageSegmentationPredictionResult	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ImageSegmentationPredictionResult.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ImageSegmentationPredictionResult.Builder	mergeFrom(ImageSegmentationPredictionResult other)
ImageSegmentationPredictionResult.Builder	mergeFrom(com.google.protobuf.Message other)
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.
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.
ImageSegmentationPredictionResult.Builder	setConfidenceMask(String value) A one channel image which is encoded as an 8bit lossless PNG.
ImageSegmentationPredictionResult.Builder	setConfidenceMaskBytes(com.google.protobuf.ByteString value) A one channel image which is encoded as an 8bit lossless PNG.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

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.