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[ aws . sagemaker ]

describe-labeling-job

Description

Gets information about a labeling job.

See also: AWS API Documentation

See 'aws help' for descriptions of global parameters.

Synopsis

  describe-labeling-job
--labeling-job-name <value>
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]

Options

--labeling-job-name (string)

The name of the labeling job to return information for.

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See 'aws help' for descriptions of global parameters.

Output

LabelingJobStatus -> (string)

The processing status of the labeling job.

LabelCounters -> (structure)

Provides a breakdown of the number of data objects labeled by humans, the number of objects labeled by machine, the number of objects than couldn't be labeled, and the total number of objects labeled.

TotalLabeled -> (integer)

The total number of objects labeled.

HumanLabeled -> (integer)

The total number of objects labeled by a human worker.

MachineLabeled -> (integer)

The total number of objects labeled by automated data labeling.

FailedNonRetryableError -> (integer)

The total number of objects that could not be labeled due to an error.

Unlabeled -> (integer)

The total number of objects not yet labeled.

FailureReason -> (string)

If the job failed, the reason that it failed.

CreationTime -> (timestamp)

The date and time that the labeling job was created.

LastModifiedTime -> (timestamp)

The date and time that the labeling job was last updated.

JobReferenceCode -> (string)

A unique identifier for work done as part of a labeling job.

LabelingJobName -> (string)

The name assigned to the labeling job when it was created.

LabelingJobArn -> (string)

The Amazon Resource Name (ARN) of the labeling job.

LabelAttributeName -> (string)

The attribute used as the label in the output manifest file.

InputConfig -> (structure)

Input configuration information for the labeling job, such as the Amazon S3 location of the data objects and the location of the manifest file that describes the data objects.

DataSource -> (structure)

The location of the input data.

S3DataSource -> (structure)

The Amazon S3 location of the input data objects.

ManifestS3Uri -> (string)

The Amazon S3 location of the manifest file that describes the input data objects.

DataAttributes -> (structure)

Attributes of the data specified by the customer.

ContentClassifiers -> (list)

Declares that your content is free of personally identifiable information or adult content. Amazon SageMaker may restrict the Amazon Mechanical Turk workers that can view your task based on this information.

(string)

OutputConfig -> (structure)

The location of the job's output data and the AWS Key Management Service key ID for the key used to encrypt the output data, if any.

S3OutputPath -> (string)

The Amazon S3 location to write output data.

KmsKeyId -> (string)

The AWS Key Management Service ID of the key used to encrypt the output data, if any.

If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt . If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for LabelingJobOutputConfig . If you use a bucket policy with an s3:PutObject permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption to "aws:kms" . For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.

The KMS key policy must grant permission to the IAM role that you specify in your CreateLabelingJob request. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide .

RoleArn -> (string)

The Amazon Resource Name (ARN) that Amazon SageMaker assumes to perform tasks on your behalf during data labeling.

LabelCategoryConfigS3Uri -> (string)

The S3 location of the JSON file that defines the categories used to label data objects. Please note the following label-category limits:

  • Semantic segmentation labeling jobs using automated labeling: 20 labels
  • Box bounding labeling jobs (all): 10 labels

The file is a JSON structure in the following format:

{

"document-version": "2018-11-28"

"labels": [

{

"label": "*label 1* "

},

{

"label": "*label 2* "

},

...

{

"label": "*label n* "

}

]

}

StoppingConditions -> (structure)

A set of conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped.

MaxHumanLabeledObjectCount -> (integer)

The maximum number of objects that can be labeled by human workers.

MaxPercentageOfInputDatasetLabeled -> (integer)

The maximum number of input data objects that should be labeled.

LabelingJobAlgorithmsConfig -> (structure)

Configuration information for automated data labeling.

LabelingJobAlgorithmSpecificationArn -> (string)

Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling. You must select one of the following ARNs:

  • Image classification arn:aws:sagemaker:*region* :027400017018:labeling-job-algorithm-specification/image-classification
  • Text classification arn:aws:sagemaker:*region* :027400017018:labeling-job-algorithm-specification/text-classification
  • Object detection arn:aws:sagemaker:*region* :027400017018:labeling-job-algorithm-specification/object-detection
  • Semantic Segmentation arn:aws:sagemaker:*region* :027400017018:labeling-job-algorithm-specification/semantic-segmentation

InitialActiveLearningModelArn -> (string)

At the end of an auto-label job Amazon SageMaker Ground Truth sends the Amazon Resource Nam (ARN) of the final model used for auto-labeling. You can use this model as the starting point for subsequent similar jobs by providing the ARN of the model here.

LabelingJobResourceConfig -> (structure)

Provides configuration information for a labeling job.

VolumeKmsKeyId -> (string)

The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the training job. The VolumeKmsKeyId can be any of the following formats:

  • // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab"
  • // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"

HumanTaskConfig -> (structure)

Configuration information required for human workers to complete a labeling task.

WorkteamArn -> (string)

The Amazon Resource Name (ARN) of the work team assigned to complete the tasks.

UiConfig -> (structure)

Information about the user interface that workers use to complete the labeling task.

UiTemplateS3Uri -> (string)

The Amazon S3 bucket location of the UI template. For more information about the contents of a UI template, see Creating Your Custom Labeling Task Template .

PreHumanTaskLambdaArn -> (string)

The Amazon Resource Name (ARN) of a Lambda function that is run before a data object is sent to a human worker. Use this function to provide input to a custom labeling job.

For the built-in bounding box, image classification, semantic segmentation, and text classification task types, Amazon SageMaker Ground Truth provides the following Lambda functions:

US East (Northern Virginia) (us-east-1):
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-BoundingBox
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-ImageMultiClass
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-SemanticSegmentation
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-TextMultiClass
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentSemanticSegmentation
US East (Ohio) (us-east-2):
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-BoundingBox
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClass
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-SemanticSegmentation
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClass
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentSemanticSegmentation
US West (Oregon) (us-west-2):
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-BoundingBox
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClass
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-SemanticSegmentation
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClass
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentSemanticSegmentation
Canada (Central) (ca-central-1):
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-BoundingBox
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-ImageMultiClass
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-TextMultiClass
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentSemanticSegmentation
EU (Ireland) (eu-west-1):
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-BoundingBox
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClass
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-SemanticSegmentation
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClass
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentSemanticSegmentation
EU (London) (eu-west-2):
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-BoundingBox
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-ImageMultiClass
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-SemanticSegmentation
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-TextMultiClass
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentSemanticSegmentation
EU Frankfurt (eu-central-1):
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-BoundingBox
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-ImageMultiClass
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-SemanticSegmentation
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-TextMultiClass
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentSemanticSegmentation
Asia Pacific (Tokyo) (ap-northeast-1):
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-BoundingBox
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClass
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClass
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentSemanticSegmentation
Asia Pacific (Seoul) (ap-northeast-2):
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-BoundingBox
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClass
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-TextMultiClass
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentSemanticSegmentation
Asia Pacific (Mumbai) (ap-south-1):
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-BoundingBox
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-ImageMultiClass
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-TextMultiClass
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentSemanticSegmentation
Asia Pacific (Singapore) (ap-southeast-1):
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-BoundingBox
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClass
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-TextMultiClass
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentSemanticSegmentation
Asia Pacific (Sydney) (ap-southeast-2):
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-BoundingBox
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClass
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClassMultiLabel
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-SemanticSegmentation
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClass
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClassMultiLabel
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-NamedEntityRecognition
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VerificationBoundingBox
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VerificationSemanticSegmentation
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentBoundingBox
  • arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentSemanticSegmentation

TaskKeywords -> (list)

Keywords used to describe the task so that workers on Amazon Mechanical Turk can discover the task.

(string)

TaskTitle -> (string)

A title for the task for your human workers.

TaskDescription -> (string)

A description of the task for your human workers.

NumberOfHumanWorkersPerDataObject -> (integer)

The number of human workers that will label an object.

TaskTimeLimitInSeconds -> (integer)

The amount of time that a worker has to complete a task.

TaskAvailabilityLifetimeInSeconds -> (integer)

The length of time that a task remains available for labeling by human workers. If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours (43200) . The default value is 864000 seconds (10 days). For private and vendor workforces, the maximum is as listed.

MaxConcurrentTaskCount -> (integer)

Defines the maximum number of data objects that can be labeled by human workers at the same time. Also referred to as batch size. Each object may have more than one worker at one time. The default value is 1000 objects.

AnnotationConsolidationConfig -> (structure)

Configures how labels are consolidated across human workers.

AnnotationConsolidationLambdaArn -> (string)

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

For the built-in bounding box, image classification, semantic segmentation, and text classification task types, Amazon SageMaker Ground Truth provides the following Lambda functions:

  • Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes. arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox arn:aws:lambda:ca-central-1:918755190332:function:ACS-BoundingBox
  • Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers. arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClass arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass
  • 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
  • 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
  • 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
  • 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

For more information, see Annotation Consolidation .

PublicWorkforceTaskPrice -> (structure)

The price that you pay for each task performed by an Amazon Mechanical Turk worker.

AmountInUsd -> (structure)

Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars.

Dollars -> (integer)

The whole number of dollars in the amount.

Cents -> (integer)

The fractional portion, in cents, of the amount.

TenthFractionsOfACent -> (integer)

Fractions of a cent, in tenths.

Tags -> (list)

An array of key/value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .

(structure)

Describes a tag.

Key -> (string)

The tag key.

Value -> (string)

The tag value.

LabelingJobOutput -> (structure)

The location of the output produced by the labeling job.

OutputDatasetS3Uri -> (string)

The Amazon S3 bucket location of the manifest file for labeled data.

FinalActiveLearningModelArn -> (string)

The Amazon Resource Name (ARN) for the most recent Amazon SageMaker model trained as part of automated data labeling.