software.amazon.awssdk.services.sagemaker.model

Class AnnotationConsolidationConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AnnotationConsolidationConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

@Generated(value="software.amazon.awssdk:codegen")
public final class AnnotationConsolidationConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

Configures how labels are consolidated across human workers.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	AnnotationConsolidationConfig.Builder

Method Summary

Modifier and Type	Method and Description
String	annotationConsolidationLambdaArn() The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.
static AnnotationConsolidationConfig.Builder	builder()
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends AnnotationConsolidationConfig.Builder>	serializableBuilderClass()
AnnotationConsolidationConfig.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

annotationConsolidationLambdaArn

public String annotationConsolidationLambdaArn()

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

Returns:

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

toBuilder

public AnnotationConsolidationConfig.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

Returns:

a builder for type T

builder

public static AnnotationConsolidationConfig.Builder builder()

serializableBuilderClass

public static Class<? extends AnnotationConsolidationConfig.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

Returns:

List of SdkField in this POJO. May be empty list but should never be null.