Document Understanding
2022.4
false
2022.4.0 - Standalone 2022.4
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Document Understanding
Last updated Dec 19, 2023

2022.4.0

23 May 2022 | LTS Release

Released in AI Center | DocumentUnderstanding + DocumentClassifier + Data Extraction ML Packages

Stay up to date with all the latest news regarding the ML Packages by going through the next list of changes that have occurred since the last LTS release until now.

What's New

Handwriting capabilities are now available for the UiPathDocumentOCR and the UiPathDocumentOCR_CPU packages, by integrating the HandwritingRecognitionOCR. The same capabilities can be found in the UiPath.OCR.LocalServer Studio package. More details about it can be found here.

New architecture on extraction ML Packages, with major benefits, especially to models trained using the DocumentUnderstanding ML Package.

UiPathDocumentOCR_CPU ML Package is now available as GA. Being optimized to run on CPU, this package has an increased speed when running in workflow, and also when used to import documents into Document Manager. Due to architectural changes, on the 2022.4 release, the training time on CPU is slower than on 2021.10 release. The accuracy is better, especially on the DocumentUnderstanding package, but the training time is slower on CPU, compared to 2021.10 release. Training time on GPU remains the same for both versions.

Utility Bills,W9, and Passports ML Packages are now available as GA.

Five new out-of-the-box pre-trained ML Packages are now available in -Preview to ease your work. Here you can find all the needed information about them.

Improvements

Improvements have been made to the ML Packages for document extraction in AI Center. The Evaluation Excel spreadsheet has received new sheets, allowing you to better organize and interpret the evaluated data. More information about this can be found here.

ML Packages in Automation Suite offline installation have received a new offline bundle. More information about this can be found here.

Accuracy has been improved for the UiPathDocumentOCR.

Bug Fixes

Multiple fixes on parsing date fields, including dates in Column fields, dates in Turkish documents, dates far into the future.

28 June 2022

Known Issues

  • In some situations, the extracted fields are shown on the wrong page in Validation Station.

10 May 2022 | V22.4.0

Released in AI Center | DocumentUnderstanding + DocumentClassifier + Data Extraction ML Packages

Improvements

Utility Bills,W9, and Passports ML Packages are now available as GA.

Five new out-of-the-box pre-trained ML Packages are now available in -Preview to ease your work. Here you can find all the needed information about them.

New ML Packages

ML Package

Public Preview

Generally Available

ACORD125

 

I9

 

990

 

4506T

 

FM1003

 

Updated ML Packages

ML Package

Public Preview

Generally Available

Invoices

 

InvoicesAustralia

 

InvoicesIndia

 

UtilityBills

 

Passports

 

W9

 

Receipts

 

PurchaseOrders

 

InvoicesChina

 

InvoicesJapan

 

Contracts

 

IDCards

 

RemittanceAdvices

 

DeliveryNotes

 

W2

 
  • 23 May 2022 | LTS Release
  • What's New
  • Improvements
  • Bug Fixes
  • 28 June 2022
  • 10 May 2022 | V22.4.0
  • Improvements
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