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

Class ImageClassificationPredictionParams

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.schema.predict.params.ImageClassificationPredictionParams

All Implemented Interfaces:

ImageClassificationPredictionParamsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ImageClassificationPredictionParams
extends com.google.protobuf.GeneratedMessageV3
implements ImageClassificationPredictionParamsOrBuilder

 Prediction model parameters for Image Classification.
 

Protobuf type google.cloud.aiplatform.v1.schema.predict.params.ImageClassificationPredictionParams

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ImageClassificationPredictionParams.Builder	Prediction model parameters for Image Classification.

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	Description
static int	CONFIDENCE_THRESHOLD_FIELD_NUMBER
static int	MAX_PREDICTIONS_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	Description
boolean	equals(Object obj)
float	getConfidenceThreshold()	The Model only returns predictions with at least this confidence score.
static ImageClassificationPredictionParams	getDefaultInstance()
ImageClassificationPredictionParams	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getMaxPredictions()	The Model only returns up to that many top, by confidence score, predictions per instance.
com.google.protobuf.Parser<ImageClassificationPredictionParams>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ImageClassificationPredictionParams.Builder	newBuilder()
static ImageClassificationPredictionParams.Builder	newBuilder(ImageClassificationPredictionParams prototype)
ImageClassificationPredictionParams.Builder	newBuilderForType()
protected ImageClassificationPredictionParams.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ImageClassificationPredictionParams	parseDelimitedFrom(InputStream input)
static ImageClassificationPredictionParams	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageClassificationPredictionParams	parseFrom(byte[] data)
static ImageClassificationPredictionParams	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageClassificationPredictionParams	parseFrom(com.google.protobuf.ByteString data)
static ImageClassificationPredictionParams	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageClassificationPredictionParams	parseFrom(com.google.protobuf.CodedInputStream input)
static ImageClassificationPredictionParams	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageClassificationPredictionParams	parseFrom(InputStream input)
static ImageClassificationPredictionParams	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageClassificationPredictionParams	parseFrom(ByteBuffer data)
static ImageClassificationPredictionParams	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ImageClassificationPredictionParams>	parser()
ImageClassificationPredictionParams.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

CONFIDENCE_THRESHOLD_FIELD_NUMBER

public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER

See Also:

Constant Field Values

MAX_PREDICTIONS_FIELD_NUMBER

public static final int MAX_PREDICTIONS_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

getConfidenceThreshold

public float getConfidenceThreshold()

 The Model only returns predictions with at least this confidence score.
 Default value is 0.0
 

float confidence_threshold = 1;

Specified by:

getConfidenceThreshold in interface ImageClassificationPredictionParamsOrBuilder

Returns:

The confidenceThreshold.

getMaxPredictions

public int getMaxPredictions()

 The Model only returns up to that many top, by confidence score,
 predictions per instance. If this number is very high, the Model may return
 fewer predictions. Default value is 10.
 

int32 max_predictions = 2;

Specified by:

getMaxPredictions in interface ImageClassificationPredictionParamsOrBuilder

Returns:

The maxPredictions.

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 ImageClassificationPredictionParams parseFrom(ByteBuffer data)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(ByteBuffer data,
                                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(com.google.protobuf.ByteString data)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(com.google.protobuf.ByteString data,
                                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(byte[] data)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(byte[] data,
                                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageClassificationPredictionParams parseFrom(InputStream input)
                                                     throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ImageClassificationPredictionParams parseDelimitedFrom(InputStream input)
                                                              throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static ImageClassificationPredictionParams parseFrom(com.google.protobuf.CodedInputStream input)
                                                     throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ImageClassificationPredictionParams.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ImageClassificationPredictionParams.Builder newBuilder()

newBuilder

public static ImageClassificationPredictionParams.Builder newBuilder(ImageClassificationPredictionParams prototype)

toBuilder

public ImageClassificationPredictionParams.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ImageClassificationPredictionParams.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ImageClassificationPredictionParams getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ImageClassificationPredictionParams> 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 ImageClassificationPredictionParams getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder