com.amazonaws.services.sagemaker.model

Class LabelingJobAlgorithmsConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.LabelingJobAlgorithmsConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class LabelingJobAlgorithmsConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

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

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
LabelingJobAlgorithmsConfig()

Method Summary

Modifier and Type	Method and Description
LabelingJobAlgorithmsConfig	clone()
boolean	equals(Object obj)
String	getInitialActiveLearningModelArn() At the end of an auto-label job Ground Truth sends the Amazon Resource Name (ARN) of the final model used for auto-labeling.
String	getLabelingJobAlgorithmSpecificationArn() Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
LabelingJobResourceConfig	getLabelingJobResourceConfig() Provides configuration information for a labeling job.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setInitialActiveLearningModelArn(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.
void	setLabelingJobAlgorithmSpecificationArn(String labelingJobAlgorithmSpecificationArn) Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
void	setLabelingJobResourceConfig(LabelingJobResourceConfig labelingJobResourceConfig) Provides configuration information for a labeling job.
String	toString() Returns a string representation of this object.
LabelingJobAlgorithmsConfig	withInitialActiveLearningModelArn(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.
LabelingJobAlgorithmsConfig	withLabelingJobAlgorithmSpecificationArn(String labelingJobAlgorithmSpecificationArn) Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
LabelingJobAlgorithmsConfig	withLabelingJobResourceConfig(LabelingJobResourceConfig labelingJobResourceConfig) Provides configuration information for a labeling job.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

LabelingJobAlgorithmsConfig

public LabelingJobAlgorithmsConfig()

Method Detail

setLabelingJobAlgorithmSpecificationArn

public void setLabelingJobAlgorithmSpecificationArn(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

Parameters:

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

getLabelingJobAlgorithmSpecificationArn

public String getLabelingJobAlgorithmSpecificationArn()

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

withLabelingJobAlgorithmSpecificationArn

public LabelingJobAlgorithmsConfig withLabelingJobAlgorithmSpecificationArn(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

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

setInitialActiveLearningModelArn

public void setInitialActiveLearningModelArn(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.

Parameters:

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.

getInitialActiveLearningModelArn

public String getInitialActiveLearningModelArn()

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.

withInitialActiveLearningModelArn

public LabelingJobAlgorithmsConfig withInitialActiveLearningModelArn(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

setLabelingJobResourceConfig

public void setLabelingJobResourceConfig(LabelingJobResourceConfig labelingJobResourceConfig)

Provides configuration information for a labeling job.

Parameters:

labelingJobResourceConfig - Provides configuration information for a labeling job.

getLabelingJobResourceConfig

public LabelingJobResourceConfig getLabelingJobResourceConfig()

Provides configuration information for a labeling job.

Returns:

Provides configuration information for a labeling job.

withLabelingJobResourceConfig

public LabelingJobAlgorithmsConfig withLabelingJobResourceConfig(LabelingJobResourceConfig labelingJobResourceConfig)

Provides configuration information for a labeling job.

Parameters:

labelingJobResourceConfig - Provides configuration information for a labeling job.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public 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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public LabelingJobAlgorithmsConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.