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Computer Vision on AWS
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Building a human review system is quite complex, time-consuming, and expensive. Typically, it requires you to build custom applications to implement workflows and manage review tasks and consolidate results. Additionally, it needs to handle the human reviewer, who will work on the assigned tasks and submit results. Amazon A2I streamlines this process. It provides built-in human review workflows for common use cases, or you can build your own workflow.
With Amazon A2I, you can build the following workflow. Your input data will be sent to an AWS AI service (such as Textract or Rekognition) or custom ML models (hosted with SageMaker or self-managed endpoints). You can set up rules to send high-confidence predictions to client applications immediately and send low-confidence results to human reviewers via a human review workflow setup with Amazon A2I. Once the human reviewers review the predictions, their responses will be consolidated and stored on S3. The client...