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Comprehensive Document Analysis using Azure AI: A Detailed Guide
Maximize efficiency with insightful expertise from a Microsoft professional.
Azure Form Recognizer is an Azure service that uses Artificial Intelligence (AI) and Optical Character Recognition (OCR) to help automate document analysis. It is designed to extract text, key-value pairs, and tables from documents and images. It can quickly and accurately identify important information from unstructured documents, such as forms and invoices.
Extract text automatically from forms, structured or unstructured documents, and text-based images at scale with AI and OCR using Azure’s Form Recognizer service and the Form Recognizer Studio. Build intelligent document processing apps using Azure AI services. Leverage pre-trained models or build your own custom models to help speed up app development with the SDK and APIs.
Use a pre-built model for W2 forms
Build and train custom models to extract data from 1099, 1040, and W9 forms
Extract data from receipts with handwritten tips, in different languages, currencies, and date formats.
Bema Bonsu, from Azure’s AI engineering team in Azure, joins Jeremy Chapman to share updates to custom app experiences for document processing.
In this Video
- 00:00 - Introduction
- 01:50 - Form Recognizer updates
- 03:27 - Extract data from tax forms
- 04:56 - Extract data from handwritten text and other languages
- 06:00 - Build and train custom models
- 08:27 - Extract data from unstructured docs
- 10:15 - Code behind custom apps
- 12:07 - Wrap up
The Azure Form Recognizer also allows users to customize the models and parameters to best suit their needs. It can be used to train models for specific business scenarios and document formats.
Azure Form Recognizer is an important tool for companies that need to quickly and accurately extract information from documents. It can save businesses time and money, as well as improve accuracy and reduce errors.
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Mar 12, 2023 — Machine-learning based OCR and intelligent document processing understanding service to automate extraction of text, table and structure, ...
Mar 4, 2023 — Identify how Azure Form Recognizer's Optical Character Recognition (OCR) capabilities can automate document processing. Use Form Recognizer's ...
Jan 13, 2023 — With Azure Form Recognizer, businesses can easily extract data from forms and documents, such as invoices, receipts, contracts, and more.