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

Class ImageSegmentationPredictionResult

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

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

public final class ImageSegmentationPredictionResult
extends com.google.protobuf.GeneratedMessageV3
implements ImageSegmentationPredictionResultOrBuilder

 Prediction output format for Image Segmentation.
 

Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.ImageSegmentationPredictionResult

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ImageSegmentationPredictionResult.Builder Prediction output format for Image Segmentation.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	CATEGORY_MASK_FIELD_NUMBER
static int	CONFIDENCE_MASK_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
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.
static ImageSegmentationPredictionResult	getDefaultInstance()
ImageSegmentationPredictionResult	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<ImageSegmentationPredictionResult>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ImageSegmentationPredictionResult.Builder	newBuilder()
static ImageSegmentationPredictionResult.Builder	newBuilder(ImageSegmentationPredictionResult prototype)
ImageSegmentationPredictionResult.Builder	newBuilderForType()
protected ImageSegmentationPredictionResult.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ImageSegmentationPredictionResult	parseDelimitedFrom(InputStream input)
static ImageSegmentationPredictionResult	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageSegmentationPredictionResult	parseFrom(byte[] data)
static ImageSegmentationPredictionResult	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageSegmentationPredictionResult	parseFrom(ByteBuffer data)
static ImageSegmentationPredictionResult	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageSegmentationPredictionResult	parseFrom(com.google.protobuf.ByteString data)
static ImageSegmentationPredictionResult	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageSegmentationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input)
static ImageSegmentationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageSegmentationPredictionResult	parseFrom(InputStream input)
static ImageSegmentationPredictionResult	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ImageSegmentationPredictionResult>	parser()
ImageSegmentationPredictionResult.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

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)
                                                   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.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3

getDefaultInstanceForType

public ImageSegmentationPredictionResult getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder