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UiPath Document Understanding

UiPath Document Understanding

2022.4.0

2022 年 5 月 23 日 | LTS リリース

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

前回の LTS リリース以降に発生した ML パッケージに関する最新の変更点については、以下のリストをご覧ください。

新着情報

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.

改良点

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.

バグ修正

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

2022 年 6 月 28 日

既知の問題

  • 抽出されたフィールドが検証ステーションの間違ったページに表示されることがあります。

2022 年 5 月 10 日 | v22.4.0

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

改良点

ML パッケージ Utility Bills (公共料金請求書)W9 (米国の納税申告書)Passports (パスポート)一般提供 (GA) を開始しました。

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.

新しい ML パッケージ

ML Package

Public Preview

Generally Available

ACORD125

I9

990

4506T

FM1003

更新された ML パッケージ

ML Package

Public Preview

Generally Available

Invoices

InvoicesAustralia

InvoicesIndia

UtilityBills

Passports

W9

Receipts

PurchaseOrders

InvoicesChina

InvoicesJapan

Contracts

IDCards

RemittanceAdvices

DeliveryNotes

W2

約 1 か月前に更新


2022.4.0


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