AnnotationConsolidationConfig

Configures how labels are consolidated across human workers.

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 + 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 + 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 + 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 For more information, see Annotation Consolidation.
Type: String
Length Constraints: Maximum length of 2048.
Pattern: arn:aws[a-z\-]*:lambda:[a-z]{2}-[a-z]+-\d{1}:\d{12}:function:[a-zA-Z0-9-_\.]+(:(\$LATEST|[a-zA-Z0-9-_]+))?
Required: Yes

For more information about using this API in one of the language-specific AWS SDKs, see the following: + AWS SDK for C++ + AWS SDK for Go + AWS SDK for Go - Pilot + AWS SDK for Java + AWS SDK for Ruby V2