/ 
Paws-0.43
⭐ Starred 171 / Paws::SageMakerA2IRuntime

NAME

Paws::SageMakerA2IRuntime - Perl Interface to AWS Amazon Augmented AI Runtime

SYNOPSIS

use Paws;

my $obj = Paws->service('SageMakerA2IRuntime');
my $res = $obj->Method(
  Arg1 => $val1,
  Arg2 => [ 'V1', 'V2' ],
  # if Arg3 is an object, the HashRef will be used as arguments to the constructor
  # of the arguments type
  Arg3 => { Att1 => 'Val1' },
  # if Arg4 is an array of objects, the HashRefs will be passed as arguments to
  # the constructor of the arguments type
  Arg4 => [ { Att1 => 'Val1'  }, { Att1 => 'Val2' } ],
);

DESCRIPTION

Amazon Augmented AI (Augmented AI) (Preview) is a service that adds human judgment to any machine learning application. Human reviewers can take over when an AI application can't evaluate data with a high degree of confidence.

From fraudulent bank transaction identification to document processing to image analysis, machine learning models can be trained to make decisions as well as or better than a human. Nevertheless, some decisions require contextual interpretation, such as when you need to decide whether an image is appropriate for a given audience. Content moderation guidelines are nuanced and highly dependent on context, and they vary between countries. When trying to apply AI in these situations, you can be forced to choose between "ML only" systems with unacceptably high error rates or "human only" systems that are expensive and difficult to scale, and that slow down decision making.

This API reference includes information about API actions and data types you can use to interact with Augmented AI programmatically.

You can create a flow definition against the Augmented AI API. Provide the Amazon Resource Name (ARN) of a flow definition to integrate AI service APIs, such as Textract.AnalyzeDocument and Rekognition.DetectModerationLabels. These AI services, in turn, invoke the StartHumanLoop API, which evaluates conditions under which humans will be invoked. If humans are required, Augmented AI creates a human loop. Results of human work are available asynchronously in Amazon Simple Storage Service (Amazon S3). You can use Amazon CloudWatch Events to detect human work results.

You can find additional Augmented AI API documentation in the following reference guides: Amazon Rekognition (https://aws.amazon.com/rekognition/latest/dg/API_Reference.html), Amazon SageMaker (https://aws.amazon.com/sagemaker/latest/dg/API_Reference.html), and Amazon Textract (https://aws.amazon.com/textract/latest/dg/API_Reference.html).

For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/a2i-runtime.sagemaker-2019-11-07

METHODS

DeleteHumanLoop

HumanLoopName => Str

Each argument is described in detail in: Paws::SageMakerA2IRuntime::DeleteHumanLoop

Returns: a Paws::SageMakerA2IRuntime::DeleteHumanLoopResponse instance

Deletes the specified human loop for a flow definition.

DescribeHumanLoop

HumanLoopName => Str

Each argument is described in detail in: Paws::SageMakerA2IRuntime::DescribeHumanLoop

Returns: a Paws::SageMakerA2IRuntime::DescribeHumanLoopResponse instance

Returns information about the specified human loop.

ListHumanLoops

[CreationTimeAfter => Str]
[CreationTimeBefore => Str]
[MaxResults => Int]
[NextToken => Str]
[SortOrder => Str]

Each argument is described in detail in: Paws::SageMakerA2IRuntime::ListHumanLoops

Returns: a Paws::SageMakerA2IRuntime::ListHumanLoopsResponse instance

Returns information about human loops, given the specified parameters.

StartHumanLoop

FlowDefinitionArn => Str
HumanLoopInput => Paws::SageMakerA2IRuntime::HumanLoopInputContent
HumanLoopName => Str
[DataAttributes => Paws::SageMakerA2IRuntime::HumanReviewDataAttributes]

Each argument is described in detail in: Paws::SageMakerA2IRuntime::StartHumanLoop

Returns: a Paws::SageMakerA2IRuntime::StartHumanLoopResponse instance

Starts a human loop, provided that at least one activation condition is met.

StopHumanLoop

HumanLoopName => Str

Each argument is described in detail in: Paws::SageMakerA2IRuntime::StopHumanLoop

Returns: a Paws::SageMakerA2IRuntime::StopHumanLoopResponse instance

Stops the specified human loop.

PAGINATORS

Paginator methods are helpers that repetively call methods that return partial results

ListAllHumanLoops(sub { },[CreationTimeAfter => Str, CreationTimeBefore => Str, MaxResults => Int, NextToken => Str, SortOrder => Str])

ListAllHumanLoops([CreationTimeAfter => Str, CreationTimeBefore => Str, MaxResults => Int, NextToken => Str, SortOrder => Str])

If passed a sub as first parameter, it will call the sub for each element found in :

- HumanLoopSummaries, passing the object as the first parameter, and the string 'HumanLoopSummaries' as the second parameter

If not, it will return a a Paws::SageMakerA2IRuntime::ListHumanLoopsResponse instance with all the params; from all the responses. Please take into account that this mode can potentially consume vasts ammounts of memory.

SEE ALSO

This service class forms part of Paws

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues