Advent of 2024, Day 12 – Microsoft Azure AI – Vision and Document AI Service
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In this Microsoft Azure AI series:
- Dec 01: Microsoft Azure AI – What is Foundry?
- Dec 02: Microsoft Azure AI – Working with Azure AI Foundry
- Dec 03: Microsoft Azure AI – Creating project in Azure AI Foundry
- Dec 04: Microsoft Azure AI – Deployment in Azure AI Foundry
- Dec 05: Microsoft Azure AI – Deployment parameters in Azure AI Foundry
- Dec 06: Microsoft Azure AI – AI Services in Azure AI Foundry
- Dec 07: Microsoft Azure AI – Speech service in AI Services
- Dec 08: Microsoft Azure AI – Speech Studio in Azure with AI Services
- Dec 09: Microsoft Azure AI – Speech SDK with Python
- Dec 10: Microsoft Azure AI – Language and Translation in Azure AI Foundry
- Dec 11: Microsoft Azure AI – Language and Translation Python SDK
Vision and Document services gives your apps the ability to analyze images, process documents and use technologies for optical character recognition (OCR) with combinations to machine learning.
The Vision and Document has prebuilt models for a specific documents:
- Invoices
- Receipts
- Identity documents
- Health insurance cards
- Tax forms
- Credit cards
- Contacts
It also offers general document analysis models for extracting printed or handwritten text from images and documents, and also for extracting tables, check boxes and text from formulars, forms or general documents.
We will look into Receipts model for extracting information on transaction, merchant and totals.
The original receipt will be just a photo of an actual receipt.
The use of service I will upload the receipt and run the analysis:
And detailed information on invoce:
The results can also be exported to JSON to expose it or import it to another service or storage.
Tomorrow we will look more into SDK for Vision + Document service.
All of the code samples will be available on my Github.
Thanks for visiting r-craft.org
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