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Class: Aws::SageMaker::Types::AnnotationConsolidationConfig

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Note:

When passing AnnotationConsolidationConfig as input to an Aws::Client method, you can use a vanilla Hash:

{
  annotation_consolidation_lambda_arn: "LambdaFunctionArn", # required
}

Configures how labels are consolidated across human workers.

Returned by:

Instance Attribute Summary collapse

Instance Attribute Details

#annotation_consolidation_lambda_arnString

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

  • 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

For more information, see Annotation Consolidation.

Returns:

  • (String)

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