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AI-102: How to Use Azure AI Vision for Handwriting Recognition in Your Applications?

Learn how to implement Azure AI Vision to extract and digitize handwritten text with precision. Explore its OCR features and unlock seamless text conversion for your applications.

Table of Contents

Question

Your organization, Nutex Inc., is developing a digital note-taking application allowing users to capture handwritten notes using mobile devices. To enhance the user experience, you want to implement a feature that automatically converts handwritten text into machine-readable text, enabling users to search, edit, and share their notes easily.

Which Azure AI service should you use in the given scenario?

A. Azure Text Analytics
B. Azure AI Document Intelligence
C. Azure Cognitive Search
D. Azure AI Vision

Answer

D. Azure AI Vision

Explanation

You would use the Azure AI Vision service in the given scenario. Azure AI Vision, particularly through its Read API, is designed for optical character recognition (OCR) tasks, including extracting text from both printed and handwritten documents. This service is well suited for recognizing handwritten text in images or scanned documents, making it the ideal choice for your digital note-taking application. It allows for accurate conversion of handwritten notes into machine-readable text which can then be searched, edited, and shared.

You would not use Azure Text Analytics in the given scenario. Azure Text Analytics is a service designed to analyze digital text for insights such as sentiment analysis, key phrase extraction, and language detection. However, it cannot extract or recognize text from images or handwritten notes.

You would not use Azure AI Document Intelligence in the given scenario. Azure AI Document Intelligence is tailored for extracting data from structured documents such as forms, invoices, and receipts.

You would not use Azure Cognitive Search in the given scenario. Azure Cognitive Search is a service that provides powerful search capabilities across text data, but it requires the text to be in a digital format already. It does not extract text from images or perform OCR.

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