libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Description

 
Synopsis

Documentation

data AnnotationConsolidationConfig Source #

Configures how labels are consolidated across human workers and processes output data.

See: newAnnotationConsolidationConfig smart constructor.

Constructors

AnnotationConsolidationConfig' 

Fields

  • annotationConsolidationLambdaArn :: Text

    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

Instances

Instances details
Eq AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Read AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Show AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Generic AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Associated Types

type Rep AnnotationConsolidationConfig :: Type -> Type #

NFData AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

Hashable AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

ToJSON AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

FromJSON AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

type Rep AnnotationConsolidationConfig Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AnnotationConsolidationConfig

type Rep AnnotationConsolidationConfig = D1 ('MetaData "AnnotationConsolidationConfig" "Amazonka.SageMaker.Types.AnnotationConsolidationConfig" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "AnnotationConsolidationConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "annotationConsolidationLambdaArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newAnnotationConsolidationConfig Source #

Create a value of AnnotationConsolidationConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:annotationConsolidationLambdaArn:AnnotationConsolidationConfig', annotationConsolidationConfig_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
  • 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

annotationConsolidationConfig_annotationConsolidationLambdaArn :: Lens' AnnotationConsolidationConfig Text Source #

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