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)
boolean	equalsBySdkFields(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()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, 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.

For the built-in bounding box, image classification, semantic segmentation, and text classification task types, Amazon SageMaker Ground Truth provides the following Lambda functions:

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

  arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox

  arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox

  arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox

  arn:aws:lambda:ca-central-1:918755190332: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:us-east-1:432418664414:function:ACS-ImageMultiClass

  arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass

  arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass

• Semantic segmentation - Treats each pixel in an image as a multi-class classification and treats pixel annotations from workers as "votes" for the correct label.

  arn:aws:lambda:us-east-1:432418664414:function:ACS-SemanticSegmentation

  arn:aws:lambda:us-east-2:266458841044:function:ACS-SemanticSegmentation

  arn:aws:lambda:us-west-2:081040173940:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-SemanticSegmentation

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-SemanticSegmentation

• 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:us-east-1:432418664414:function:ACS-TextMultiClass

  arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClass

  arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClass

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClass

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClass

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClass

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClass

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClass

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClass

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClass

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClass

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClass

• Named entity eecognition - Groups similar selections and calculates aggregate boundaries, resolving to most-assigned label.

  arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition

  arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition

  arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition

For more information, see Annotation Consolidation.

Returns:

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

For the built-in bounding box, image classification, semantic segmentation, and text classification task types, Amazon SageMaker Ground Truth provides the following Lambda functions:

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

  arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox

  arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox

  arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox

  arn:aws:lambda:ca-central-1:918755190332: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:us-east-1:432418664414:function:ACS-ImageMultiClass

  arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass

  arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass

• Semantic segmentation - Treats each pixel in an image as a multi-class classification and treats pixel annotations from workers as "votes" for the correct label.

  arn:aws:lambda:us-east-1:432418664414:function:ACS-SemanticSegmentation

  arn:aws:lambda:us-east-2:266458841044:function:ACS-SemanticSegmentation

  arn:aws:lambda:us-west-2:081040173940:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-SemanticSegmentation

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-SemanticSegmentation

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-SemanticSegmentation

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-SemanticSegmentation

• 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:us-east-1:432418664414:function:ACS-TextMultiClass

  arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClass

  arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClass

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClass

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClass

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClass

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClass

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClass

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClass

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClass

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClass

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClass

• Named entity eecognition - Groups similar selections and calculates aggregate boundaries, resolving to most-assigned label.

  arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition

  arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition

  arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition

  arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition

  arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition

For more information, see Annotation Consolidation.

toBuilder

public AnnotationConsolidationConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

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

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

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