com.amazonaws.services.sagemaker.model

Class AnnotationConsolidationConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.AnnotationConsolidationConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

Configures how labels are consolidated across human workers.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
AnnotationConsolidationConfig()

Method Summary

Modifier and Type	Method and Description
AnnotationConsolidationConfig	clone()
boolean	equals(Object obj)
String	getAnnotationConsolidationLambdaArn() The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller)
void	setAnnotationConsolidationLambdaArn(String annotationConsolidationLambdaArn) The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.
String	toString() Returns a string representation of this object; useful for testing and debugging.
AnnotationConsolidationConfig	withAnnotationConsolidationLambdaArn(String annotationConsolidationLambdaArn) The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

AnnotationConsolidationConfig

public AnnotationConsolidationConfig()

Method Detail

setAnnotationConsolidationLambdaArn

public void setAnnotationConsolidationLambdaArn(String annotationConsolidationLambdaArn)

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

Parameters:

annotationConsolidationLambdaArn - The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

getAnnotationConsolidationLambdaArn

public String getAnnotationConsolidationLambdaArn()

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

Returns:

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

withAnnotationConsolidationLambdaArn

public AnnotationConsolidationConfig withAnnotationConsolidationLambdaArn(String annotationConsolidationLambdaArn)

The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

Parameters:

annotationConsolidationLambdaArn - The Amazon Resource Name (ARN) of a Lambda function implements the logic for annotation consolidation.

Amazon SageMaker Ground Truth provides three annotation consolidation functions that you can choose to use. They are:

• Bounding box - Finds the most similar boxes from different workers based on the Jaccard index of the boxes.

  arn:aws:lambda:region:432418664414:function:ACS-BoundingBox

• Image classification - Uses a variant of the Expectation Maximization approach to estimate the true class of an image based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass

• Text classification - Uses a variant of the Expectation Maximization approach to estimate the true class of text based on annotations from individual workers.

  arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass

For more information, see Annotation Consolidation.

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; useful for testing and debugging.

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 AnnotationConsolidationConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Specified by:

marshall in interface StructuredPojo