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Class: Aws::SageMaker::Types::LabelingJobAlgorithmsConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::LabelingJobAlgorithmsConfig
- Defined in:
- (unknown)
Overview
When passing LabelingJobAlgorithmsConfig as input to an Aws::Client method, you can use a vanilla 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.
Returned by:
Instance Attribute Summary collapse
-
#initial_active_learning_model_arn ⇒ String
At the end of an auto-label job Ground Truth sends the Amazon Resource Name (ARN) of the final model used for auto-labeling.
-
#labeling_job_algorithm_specification_arn ⇒ String
Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
-
#labeling_job_resource_config ⇒ Types::LabelingJobResourceConfig
Provides configuration information for a labeling job.
Instance Attribute Details
#initial_active_learning_model_arn ⇒ String
At the end of an auto-label job Ground Truth sends the Amazon Resource Name (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.
#labeling_job_algorithm_specification_arn ⇒ 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
#labeling_job_resource_config ⇒ Types::LabelingJobResourceConfig
Provides configuration information for a labeling job.