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

Class ImageClassificationPredictionParams.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

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

All Implemented Interfaces:

ImageClassificationPredictionParamsOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ImageClassificationPredictionParams

public static final class ImageClassificationPredictionParams.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>
implements ImageClassificationPredictionParamsOrBuilder

 Prediction model parameters for Image Classification.
 

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

Method Summary

Modifier and Type	Method	Description
ImageClassificationPredictionParams.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ImageClassificationPredictionParams	build()
ImageClassificationPredictionParams	buildPartial()
ImageClassificationPredictionParams.Builder	clear()
ImageClassificationPredictionParams.Builder	clearConfidenceThreshold()	The Model only returns predictions with at least this confidence score.
ImageClassificationPredictionParams.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
ImageClassificationPredictionParams.Builder	clearMaxPredictions()	The Model only returns up to that many top, by confidence score, predictions per instance.
ImageClassificationPredictionParams.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
ImageClassificationPredictionParams.Builder	clone()
float	getConfidenceThreshold()	The Model only returns predictions with at least this confidence score.
ImageClassificationPredictionParams	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
int	getMaxPredictions()	The Model only returns up to that many top, by confidence score, predictions per instance.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ImageClassificationPredictionParams.Builder	mergeFrom(ImageClassificationPredictionParams other)
ImageClassificationPredictionParams.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ImageClassificationPredictionParams.Builder	mergeFrom(com.google.protobuf.Message other)
ImageClassificationPredictionParams.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
ImageClassificationPredictionParams.Builder	setConfidenceThreshold(float value)	The Model only returns predictions with at least this confidence score.
ImageClassificationPredictionParams.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ImageClassificationPredictionParams.Builder	setMaxPredictions(int value)	The Model only returns up to that many top, by confidence score, predictions per instance.
ImageClassificationPredictionParams.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
ImageClassificationPredictionParams.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, 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.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

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

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Method Detail

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.Builder<ImageClassificationPredictionParams.Builder>

clear

public ImageClassificationPredictionParams.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.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.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.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

getDefaultInstanceForType

public ImageClassificationPredictionParams getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ImageClassificationPredictionParams build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ImageClassificationPredictionParams buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public ImageClassificationPredictionParams.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

setField

public ImageClassificationPredictionParams.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                            Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

clearField

public ImageClassificationPredictionParams.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

clearOneof

public ImageClassificationPredictionParams.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

setRepeatedField

public ImageClassificationPredictionParams.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                    int index,
                                                                    Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

addRepeatedField

public ImageClassificationPredictionParams.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                    Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

mergeFrom

public ImageClassificationPredictionParams.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<ImageClassificationPredictionParams.Builder>

mergeFrom

public ImageClassificationPredictionParams.Builder mergeFrom(ImageClassificationPredictionParams other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

mergeFrom

public ImageClassificationPredictionParams.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<ImageClassificationPredictionParams.Builder>

Throws:

IOException

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.

setConfidenceThreshold

public ImageClassificationPredictionParams.Builder setConfidenceThreshold(float value)

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

float confidence_threshold = 1;

Parameters:

value - The confidenceThreshold to set.

Returns:

This builder for chaining.

clearConfidenceThreshold

public ImageClassificationPredictionParams.Builder clearConfidenceThreshold()

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

float confidence_threshold = 1;

Returns:

This builder for chaining.

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.

setMaxPredictions

public ImageClassificationPredictionParams.Builder setMaxPredictions(int value)

 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;

Parameters:

value - The maxPredictions to set.

Returns:

This builder for chaining.

clearMaxPredictions

public ImageClassificationPredictionParams.Builder clearMaxPredictions()

 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;

Returns:

This builder for chaining.

setUnknownFields

public final ImageClassificationPredictionParams.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>

mergeUnknownFields

public final ImageClassificationPredictionParams.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ImageClassificationPredictionParams.Builder>