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Class: Aws::SageMaker::Types::LabelingJobAlgorithmsConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass LabelingJobAlgorithmsConfig data as a hash:

{
  labeling_job_algorithm_specification_arn: "LabelingJobAlgorithmSpecificationArn", # required
  initial_active_learning_model_arn: "ModelArn",
  labeling_job_resource_config: {
    volume_kms_key_id: "KmsKeyId",
  },
}

Provides configuration information for auto-labeling of your data objects. A LabelingJobAlgorithmsConfig object must be supplied in order to use auto-labeling.

Instance Attribute Summary collapse

Instance Attribute Details

#initial_active_learning_model_arnString

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.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6860

class LabelingJobAlgorithmsConfig < Struct.new(
  :labeling_job_algorithm_specification_arn,
  :initial_active_learning_model_arn,
  :labeling_job_resource_config)
  include Aws::Structure
end

#labeling_job_algorithm_specification_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6860

class LabelingJobAlgorithmsConfig < Struct.new(
  :labeling_job_algorithm_specification_arn,
  :initial_active_learning_model_arn,
  :labeling_job_resource_config)
  include Aws::Structure
end

#labeling_job_resource_configTypes::LabelingJobResourceConfig

Provides configuration information for a labeling job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6860

class LabelingJobAlgorithmsConfig < Struct.new(
  :labeling_job_algorithm_specification_arn,
  :initial_active_learning_model_arn,
  :labeling_job_resource_config)
  include Aws::Structure
end