November 2021
Beginner to intermediate
508 pages
10h 18m
English
Content preview from Natural Language Processing with AWS AI Services
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Chapter 13: Improving the Accuracy of Document Processing Workflows
In the last chapter, we covered how AWS AI services such as Amazon Textract and Amazon Comprehend Medical can help automate healthcare workflows quickly. In this chapter, we will talk about why we need humans in the loop in document processing workflows, and how setting up human-in-the-loop (HITL) processes with Amazon Augmented AI (Amazon A2I) can help improve accuracy in your existing document processing workflows with Amazon Textract.
Amazon A2I is a managed service that makes it easy to build the workflows required for the human review of machine learning (ML) predictions. In this chapter, we will cover the following topics:
- The need for setting up HITL processes with document ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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