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.GeneratedMessage.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.GeneratedMessage.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 and Description
ImageClassificationPredictionParams	build()
ImageClassificationPredictionParams	buildPartial()
ImageClassificationPredictionParams.Builder	clear()
ImageClassificationPredictionParams.Builder	clearConfidenceThreshold() The Model only returns predictions with at least this confidence score.
ImageClassificationPredictionParams.Builder	clearMaxPredictions() The Model only returns up to that many top, by confidence score, predictions per instance.
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.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ImageClassificationPredictionParams.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ImageClassificationPredictionParams.Builder	mergeFrom(ImageClassificationPredictionParams other)
ImageClassificationPredictionParams.Builder	mergeFrom(com.google.protobuf.Message other)
ImageClassificationPredictionParams.Builder	setConfidenceThreshold(float value) The Model only returns predictions with at least this confidence score.
ImageClassificationPredictionParams.Builder	setMaxPredictions(int value) The Model only returns up to that many top, by confidence score, predictions per instance.

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<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.GeneratedMessage.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.GeneratedMessage.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

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.GeneratedMessage.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.