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LabelingJobAlgorithmsConfig

Used by
Source code in docs_src/capo_sagemaker/types/labeling_job_algorithms_config.py 
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class LabelingJobAlgorithmsConfig(TypedDict, closed=True):
    labeling_job_algorithm_specification_arn: NotRequired[
        "capo_sagemaker.types.labeling_job_algorithm_specification_arn.LabelingJobAlgorithmSpecificationArn"
    ]
    """<p>Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling. You must select one of the following ARNs:</p> <ul> <li> <p> <i>Image classification</i> </p> <p> <code>arn:aws:sagemaker:<i>region</i>:027400017018:labeling-job-algorithm-specification/image-classification</code> </p> </li> <li> <p> <i>Text classification</i> </p> <p> <code>arn:aws:sagemaker:<i>region</i>:027400017018:labeling-job-algorithm-specification/text-classification</code> </p> </li> <li> <p> <i>Object detection</i> </p> <p> <code>arn:aws:sagemaker:<i>region</i>:027400017018:labeling-job-algorithm-specification/object-detection</code> </p> </li> <li> <p> <i>Semantic Segmentation</i> </p> <p> <code>arn:aws:sagemaker:<i>region</i>:027400017018:labeling-job-algorithm-specification/semantic-segmentation</code> </p> </li> </ul>"""
    initial_active_learning_model_arn: NotRequired[
        "capo_sagemaker.types.model_arn.ModelArn"
    ]
    """<p>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. </p>"""
    labeling_job_resource_config: NotRequired[
        "capo_sagemaker.types.labeling_job_resource_config.LabelingJobResourceConfig"
    ]
    """<p>Provides configuration information for a labeling job.</p>"""

initial_active_learning_model_arn instance-attribute 

initial_active_learning_model_arn: NotRequired[ModelArn]

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 instance-attribute 

labeling_job_algorithm_specification_arn: NotRequired[
    LabelingJobAlgorithmSpecificationArn
]

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 instance-attribute 

labeling_job_resource_config: NotRequired[LabelingJobResourceConfig]

Provides configuration information for a labeling job.