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Automate document analysis with Azure Form Recognizer using AI and OCR 

Microsoft Mechanics
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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.
► QUICK LINKS:
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
► Link References:
Get started with Azure Form Recognizer Studio at aka.ms/formrecognizerstudio
Find out more about Contracts 365 and their services at: www.contracts365.com/
H&R Block and how they use Form Recognizer: techcommunity.microsoft.com/t...
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12 июл 2024

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Комментарии : 24   
@perryuploads776
@perryuploads776 Год назад
This is really wonderfull. This is like OCR next level. Hopefully we get a offline version, that would really be awesome. The AI trained datasets could be downloadable to download specific template for the user. Like how Word or Excel uses for online content and addons. Thanks Microsoft!
@agodina
@agodina Год назад
Fantastic!! Thank you for sharing this.
@MSFTMechanics
@MSFTMechanics Год назад
Glad it helped!
@imranullah3097
@imranullah3097 5 месяцев назад
Really great guys. I recommend azure over aws. ❤ Love you 😊
@srikark3532
@srikark3532 Год назад
Super!
@abhijithsugunan6768
@abhijithsugunan6768 Год назад
Is multipage extraction now available? Last time when I checked if the extracted information lies within two pages, it's not possible with custom model.
@user-tf9pu9ep8h
@user-tf9pu9ep8h Год назад
I need this entire code to develop the application.Can i get the code? its very useful for my current project
@julianlugod
@julianlugod Год назад
I hope this will be available offline. I am using Surface Pro 9 SQ3. I hope we can fully utilize with NPU processor.
@efhalsey
@efhalsey Год назад
Is there a GitHub repo for the custom app demo'd?
@petersmith8153
@petersmith8153 Год назад
Yes that would help us recreating it.. Will this be available?
@og.m8582
@og.m8582 11 месяцев назад
Great question
@Abhisingh-cl9xm
@Abhisingh-cl9xm Год назад
Is there any code snippet available
@MountainBiky
@MountainBiky Год назад
Hi Microsoft, I have a scenario where we'll be processing invoices and receipts, but we do not know their layout as they will come from a variety of unknown vendors. I'd like to to set the structure myself as to what data to etract such as "vendor name", "vehicle", "License Plate", etc. These invoices may reference these fields with another name, so I don't want form recogniser to start coming up with its own labelling each time. What service would I use in this scenario where I want to spec a structure and we have invoices/recipts coming in from unknown vendors so we can't train on them specifically?
@TheBillionDollarSaaS
@TheBillionDollarSaaS Год назад
Hi, we have a similar usecase. Would you interested in connecting?
@danillopinheironeto
@danillopinheironeto 11 месяцев назад
@@TheBillionDollarSaaS @MountainBiky Hello, did you guys got any news about this? I have the same usecase.
@user-jq1fe1bq8t
@user-jq1fe1bq8t 5 месяцев назад
Bro i got manilla folders with scribble scrabble on them in NO set location. 😂 im so screwed. I don't think this will work
@andonii46
@andonii46 Год назад
How is human validation handled?
@MSFTMechanics
@MSFTMechanics Год назад
You can build it into your workflow if needed. A good option would be to set thresholds using the confidence percentage.
@andonii46
@andonii46 Год назад
@@MSFTMechanics shall it be built as a custom web app (for instance)?
@notevencare3209
@notevencare3209 Год назад
So there is pre-built in human-in-the-loop functionality, line Google's Document AI has?
@andonii46
@andonii46 Год назад
@@notevencare3209 It does not seem so...
@ekkamailax
@ekkamailax 2 месяца назад
Can the ai hallucinate?
@kamaludeenmohamedbatcha3149
@kamaludeenmohamedbatcha3149 9 месяцев назад
Is this supporting Arabic language
@mysterium364
@mysterium364 9 месяцев назад
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