Class AnnotationConsolidationConfig

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.AnnotationConsolidationConfig
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<AnnotationConsolidationConfig.Builder,AnnotationConsolidationConfig>

@Generated("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 and processes output data.

See Also:
  • Method Details

    • annotationConsolidationLambdaArn

      public final String annotationConsolidationLambdaArn()

      The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation and to process output data.

      This parameter is required for all labeling jobs. For built-in task types, use one of the following Amazon SageMaker Ground Truth Lambda function ARNs for AnnotationConsolidationLambdaArn. For custom labeling workflows, see Post-annotation Lambda.

      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

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

      Multi-label image classification - Uses a variant of the Expectation Maximization approach to estimate the true classes of an image based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClassMultiLabel

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      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

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

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      • 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

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

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

      Multi-label text classification - Uses a variant of the Expectation Maximization approach to estimate the true classes of text based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClassMultiLabel

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      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClassMultiLabel

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

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

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

      Video Classification - Use this task type when you need workers to classify videos using predefined labels that you specify. Workers are shown videos and are asked to choose one label for each video.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoMultiClass

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoMultiClass

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoMultiClass

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      Video Frame Object Detection - Use this task type to have workers identify and locate objects in a sequence of video frames (images extracted from a video) using bounding boxes. For example, you can use this task to ask workers to identify and localize various objects in a series of video frames, such as cars, bikes, and pedestrians.

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      Video Frame Object Tracking - Use this task type to have workers track the movement of objects in a sequence of video frames (images extracted from a video) using bounding boxes. For example, you can use this task to ask workers to track the movement of objects, such as cars, bikes, and pedestrians.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoObjectTracking

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      3D Point Cloud Object Detection - Use this task type when you want workers to classify objects in a 3D point cloud by drawing 3D cuboids around objects. For example, you can use this task type to ask workers to identify different types of objects in a point cloud, such as cars, bikes, and pedestrians.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudObjectDetection

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      3D Point Cloud Object Tracking - Use this task type when you want workers to draw 3D cuboids around objects that appear in a sequence of 3D point cloud frames. For example, you can use this task type to ask workers to track the movement of vehicles across multiple point cloud frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectTracking

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      3D Point Cloud Semantic Segmentation - Use this task type when you want workers to create a point-level semantic segmentation masks by painting objects in a 3D point cloud using different colors where each color is assigned to one of the classes you specify.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudSemanticSegmentation

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      Use the following ARNs for Label Verification and Adjustment Jobs

      Use label verification and adjustment jobs to review and adjust labels. To learn more, see Verify and Adjust Labels .

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

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentSemanticSegmentation

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      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentSemanticSegmentation

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      Semantic Segmentation Verification - Uses a variant of the Expectation Maximization approach to estimate the true class of verification judgment for semantic segmentation labels based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VerificationSemanticSegmentation

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      Bounding Box Adjustment - Finds the most similar boxes from different workers based on the Jaccard index of the adjusted annotations.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentBoundingBox

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      Bounding Box Verification - Uses a variant of the Expectation Maximization approach to estimate the true class of verification judgement for bounding box labels based on annotations from individual workers.

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      Video Frame Object Detection Adjustment - Use this task type when you want workers to adjust bounding boxes that workers have added to video frames to classify and localize objects in a sequence of video frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectDetection

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      Video Frame Object Tracking Adjustment - Use this task type when you want workers to adjust bounding boxes that workers have added to video frames to track object movement across a sequence of video frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentVideoObjectTracking

      3D Point Cloud Object Detection Adjustment - Use this task type when you want workers to adjust 3D cuboids around objects in a 3D point cloud.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectDetection

      3D Point Cloud Object Tracking Adjustment - Use this task type when you want workers to adjust 3D cuboids around objects that appear in a sequence of 3D point cloud frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectTracking

      3D Point Cloud Semantic Segmentation Adjustment - Use this task type when you want workers to adjust a point-level semantic segmentation masks using a paint tool.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      Returns:
      The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation and to process output data.

      This parameter is required for all labeling jobs. For built-in task types, use one of the following Amazon SageMaker Ground Truth Lambda function ARNs for AnnotationConsolidationLambdaArn. For custom labeling workflows, see Post-annotation Lambda.

      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

      Multi-label image classification - Uses a variant of the Expectation Maximization approach to estimate the true classes of an image based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClassMultiLabel

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClassMultiLabel

      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

      Multi-label text classification - Uses a variant of the Expectation Maximization approach to estimate the true classes of text based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClassMultiLabel

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClassMultiLabel

      Named entity recognition - 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

      Video Classification - Use this task type when you need workers to classify videos using predefined labels that you specify. Workers are shown videos and are asked to choose one label for each video.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoMultiClass

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoMultiClass

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoMultiClass

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoMultiClass

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoMultiClass

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoMultiClass

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoMultiClass

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoMultiClass

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoMultiClass

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoMultiClass

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoMultiClass

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoMultiClass

      Video Frame Object Detection - Use this task type to have workers identify and locate objects in a sequence of video frames (images extracted from a video) using bounding boxes. For example, you can use this task to ask workers to identify and localize various objects in a series of video frames, such as cars, bikes, and pedestrians.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoObjectDetection

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoObjectDetection

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoObjectDetection

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoObjectDetection

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoObjectDetection

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoObjectDetection

      Video Frame Object Tracking - Use this task type to have workers track the movement of objects in a sequence of video frames (images extracted from a video) using bounding boxes. For example, you can use this task to ask workers to track the movement of objects, such as cars, bikes, and pedestrians.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoObjectTracking

      3D Point Cloud Object Detection - Use this task type when you want workers to classify objects in a 3D point cloud by drawing 3D cuboids around objects. For example, you can use this task type to ask workers to identify different types of objects in a point cloud, such as cars, bikes, and pedestrians.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudObjectDetection

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudObjectDetection

      3D Point Cloud Object Tracking - Use this task type when you want workers to draw 3D cuboids around objects that appear in a sequence of 3D point cloud frames. For example, you can use this task type to ask workers to track the movement of vehicles across multiple point cloud frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudObjectTracking

      3D Point Cloud Semantic Segmentation - Use this task type when you want workers to create a point-level semantic segmentation masks by painting objects in a 3D point cloud using different colors where each color is assigned to one of the classes you specify.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudSemanticSegmentation

      Use the following ARNs for Label Verification and Adjustment Jobs

      Use label verification and adjustment jobs to review and adjust labels. To learn more, see Verify and Adjust Labels .

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

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentSemanticSegmentation

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentSemanticSegmentation

      Semantic Segmentation Verification - Uses a variant of the Expectation Maximization approach to estimate the true class of verification judgment for semantic segmentation labels based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VerificationSemanticSegmentation

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-VerificationSemanticSegmentation

      Bounding Box Adjustment - Finds the most similar boxes from different workers based on the Jaccard index of the adjusted annotations.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentBoundingBox

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentBoundingBox

      Bounding Box Verification - Uses a variant of the Expectation Maximization approach to estimate the true class of verification judgement for bounding box labels based on annotations from individual workers.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VerificationBoundingBox

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-VerificationBoundingBox

      Video Frame Object Detection Adjustment - Use this task type when you want workers to adjust bounding boxes that workers have added to video frames to classify and localize objects in a sequence of video frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentVideoObjectDetection

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentVideoObjectDetection

      Video Frame Object Tracking Adjustment - Use this task type when you want workers to adjust bounding boxes that workers have added to video frames to track object movement across a sequence of video frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentVideoObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentVideoObjectTracking

      3D Point Cloud Object Detection Adjustment - Use this task type when you want workers to adjust 3D cuboids around objects in a 3D point cloud.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectDetection

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectDetection

      3D Point Cloud Object Tracking Adjustment - Use this task type when you want workers to adjust 3D cuboids around objects that appear in a sequence of 3D point cloud frames.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectTracking

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectTracking

      3D Point Cloud Semantic Segmentation Adjustment - Use this task type when you want workers to adjust a point-level semantic segmentation masks using a paint tool.

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudSemanticSegmentation

      • arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudSemanticSegmentation

    • 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 final int hashCode()
      Overrides:
      hashCode in class Object
    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object
    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.
    • toString

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

      public final 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.