Class ImageClassificationPredictionParams.Builder (3.48.0)

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

Prediction model parameters for Image Classification.

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

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ImageClassificationPredictionParams.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

build()

public ImageClassificationPredictionParams build()
Returns
Type Description
ImageClassificationPredictionParams

buildPartial()

public ImageClassificationPredictionParams buildPartial()
Returns
Type Description
ImageClassificationPredictionParams

clear()

public ImageClassificationPredictionParams.Builder clear()
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

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
Type Description
ImageClassificationPredictionParams.Builder

This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public ImageClassificationPredictionParams.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

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
Type Description
ImageClassificationPredictionParams.Builder

This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public ImageClassificationPredictionParams.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

clone()

public ImageClassificationPredictionParams.Builder clone()
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

getConfidenceThreshold()

public float getConfidenceThreshold()

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

float confidence_threshold = 1;

Returns
Type Description
float

The confidenceThreshold.

getDefaultInstanceForType()

public ImageClassificationPredictionParams getDefaultInstanceForType()
Returns
Type Description
ImageClassificationPredictionParams

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

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;

Returns
Type Description
int

The maxPredictions.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(ImageClassificationPredictionParams other)

public ImageClassificationPredictionParams.Builder mergeFrom(ImageClassificationPredictionParams other)
Parameter
Name Description
other ImageClassificationPredictionParams
Returns
Type Description
ImageClassificationPredictionParams.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ImageClassificationPredictionParams.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides
Exceptions
Type Description
IOException

mergeFrom(Message other)

public ImageClassificationPredictionParams.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ImageClassificationPredictionParams.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

setConfidenceThreshold(float value)

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;

Parameter
Name Description
value float

The confidenceThreshold to set.

Returns
Type Description
ImageClassificationPredictionParams.Builder

This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public ImageClassificationPredictionParams.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

setMaxPredictions(int value)

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;

Parameter
Name Description
value int

The maxPredictions to set.

Returns
Type Description
ImageClassificationPredictionParams.Builder

This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public ImageClassificationPredictionParams.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final ImageClassificationPredictionParams.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ImageClassificationPredictionParams.Builder
Overrides