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UiPath Document Understanding

UiPath Document Understanding

DocumentUnderstanding + DocumentClassifier + Data Extraction ML Packages

Release date in AI Center Cloud: 2 March 2022

What's new

The Utility Bills ML Packages is now generally available.

Improvements

Overall improved performance and scalability.

Significant improvements on scores when training on the new version of the DocumentUnderstanding ML Package as compared to previous versions.

Dates in column fields are now parsed correctly.

Date parsing now recognizes Turkish month names.

Changes

Changed the behavior for Training Pipelines and Full Pipelines when training on GPU versus on CPU. The 21.10.x models trained on CPUs were smaller, so they trained faster than the previous versions, while having slightly lower accuracy than before.

This behavior has been reversed with this release, so the model being trained on GPU and on CPU is the exact same model, and the training speed has reverted to what it was before 2021.10, which means training on CPU is again 10-20X slower than on GPU.

Updated ML Packages

ML Package

Public Preview

Generally Available

DocumentUnderstanding

DocumentClassifier

Invoices

InvoicesAustralia

InvoicesIndia

InvoicesJapan

InvoicesChina

Receipts

PurchaseOrders

UtilityBills

IDCards

Passports

RemittanceAdvices

DeliveryNotes

W2

W9

Updated 4 months ago


22.1.4


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