Package software.amazon.awssdk.services.sagemaker.model

Class LabelingJobAlgorithmsConfig

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.LabelingJobAlgorithmsConfig
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<LabelingJobAlgorithmsConfig.Builder,LabelingJobAlgorithmsConfig>
@Generated("software.amazon.awssdk:codegen") public final class LabelingJobAlgorithmsConfig extends Object implements SdkPojo, Serializable, ToCopyableBuilder<LabelingJobAlgorithmsConfig.Builder,LabelingJobAlgorithmsConfig>

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

See Also:

  • Method Details

    • labelingJobAlgorithmSpecificationArn

      public final String 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

      Returns:
      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

      public final String initialActiveLearningModelArn()

      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.

      Returns:
      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.

    • labelingJobResourceConfig

      public final LabelingJobResourceConfig labelingJobResourceConfig()

      Provides configuration information for a labeling job.

      Returns:
      Provides configuration information for a labeling job.

    • toBuilder

      public LabelingJobAlgorithmsConfig.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<LabelingJobAlgorithmsConfig.Builder,LabelingJobAlgorithmsConfig>
      Returns:
      a builder for type T

    • builder

      public static LabelingJobAlgorithmsConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends LabelingJobAlgorithmsConfig.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.