software.amazon.awssdk.services.sagemaker.model

Interface AnnotationConsolidationConfig.Builder

All Superinterfaces:

Buildable, CopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>, SdkBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>, SdkPojo

Enclosing class:

AnnotationConsolidationConfig

public static interface AnnotationConsolidationConfig.Builder
extends SdkPojo, CopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

Method Summary

Modifier and Type	Method and Description
AnnotationConsolidationConfig.Builder	annotationConsolidationLambdaArn(String annotationConsolidationLambdaArn) The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

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

copy

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

applyMutation, build

Method Detail

annotationConsolidationLambdaArn

AnnotationConsolidationConfig.Builder annotationConsolidationLambdaArn(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.