- Overview
- Document Understanding Process
- Quickstart tutorials
- Framework components
- ML packages
- Overview
- Document Understanding - ML package
- DocumentClassifier - ML package
- ML packages with OCR capabilities
- 1040 - ML package
- 1040 Schedule C - ML package
- 1040 Schedule D - ML package
- 1040 Schedule E - ML package
- 1040x - ML package
- 3949a - ML package
- 4506T - ML package
- 709 - ML package
- 941x - ML package
- 9465 - ML package
- 990 - ML Package - Preview
- ACORD125 - ML package
- ACORD126 - ML package
- ACORD131 - ML package
- ACORD140 - ML package
- ACORD25 - ML package
- Bank Statements - ML package
- Bills Of Lading - ML package
- Certificate of Incorporation - ML package
- Certificate of Origin - ML package
- Checks - ML package
- Children Product Certificate - ML package
- CMS 1500 - ML package
- EU Declaration of Conformity - ML package
- Financial Statements - ML package
- FM1003 - ML package
- I9 - ML package
- ID Cards - ML package
- Invoices - ML package
- Invoices China - ML package
- Invoices Hebrew - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML package
- Packing Lists - ML package
- Passports - ML package
- Payslips - ML package
- Purchase Orders - ML package
- Receipts - ML package
- Remittance Advices - ML package
- UB04 - ML package
- Utility Bills - ML package
- Vehicle Titles - ML package
- W2 - ML package
- W9 - ML package
- Other Out-of-the-box ML Packages
- Public Endpoints
- Hardware requirements
- Pipelines
- Document Manager
- OCR services
- Supported languages
- Deep Learning
- Insights dashboards
- Document Understanding deployed in Automation Suite
- Document Understanding deployed in AI Center standalone
- Licensing
- Activities
- UiPath.Abbyy.Activities
- UiPath.AbbyyEmbedded.Activities
- UiPath.DocumentProcessing.Contracts
- UiPath.DocumentUnderstanding.ML.Activities
- UiPath.DocumentUnderstanding.OCR.LocalServer.Activities
- UiPath.IntelligentOCR.Activities
- UiPath.OCR.Activities
- UiPath.OCR.Contracts
- UiPath.OmniPage.Activities
- UiPath.PDF.Activities
Document Understanding user guide
Offline bundles 2024.10.0
Each offline bundle contains base images used by multiple ML Packages. To make sure which bundle to download for a certain model version, check their compatibility.
In a scenario where you are using two Automation Suite offline environments - one for development and the other for production, it is important to mirror version consistency. For example, if you are training models on version 2024.10.0 in a development cluster and then move these models to a production cluster, you need to install bundle version 2024.10.0. This is an exceptional use case. As a best practice, always use the latest version of your models for the best results.
To ensure the compatibility of the model you want to install, check the table below.
| Model version | Platform version | |||||
|---|---|---|---|---|---|---|
| 2.2510 | 2024.10 | 2023.10 | 2023.4 | 2022.10 | 2022.4 | |
| 2.2510 | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| 2024.10 | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
| 2023.10 | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ |
| 2023.4 | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ |
| 2022.10 | ❌ | ❌* | ❌* | ✅ | ✅ | ❌ |
| 2022.4 | ❌ | ❌* | ❌* | ❌* | ❌* | ✅ |
Offline bundle for UiPathDocumentOCR
The UiPathDocumentOCR offline bundle needs to be installed for the ML Packages in the following table.
| ML Packages | Model version | Metadata |
|---|---|---|
| UiPathDocumentOCR | 24.10.0 | Here |
Offline bundle for UiPathDocumentOCR_CPU
The UiPathDocumentOCR_CPU offline bundle needs to be installed for the ML Packages in the following table.
| ML Packages | Model version | Metadata |
|---|---|---|
| UiPathDocumentOCR_CPU | 24.10.0 | Here |
Offline bundle for out-of-the-box pre-trained ML packages
The Out-of-the-box pre-trained ML packages offline bundle needs to be installed for the ML packages in the following table.
| ML Packages | Model version | Metadata |
|---|---|---|
| 709 | 24.10.0 | Here |
| 941X | 24.10.0 | Here |
| 1040 | 24.10.0 | Here |
| 1040ScheduleC | 24.10.0 | Here |
| 1040ScheduleD | 24.10.0 | Here |
| 1040ScheduleE | 24.10.0 | Here |
| 1040X | 24.10.0 | Here |
| 3949a | 24.10.0 | Here |
| 4506T | 24.10.0 | Here |
| ACORD25 | 24.10.0 | Here |
| ACORD125 | 24.10.0 | Here |
| ACORD126 | 24.10.0 | Here |
| ACORD131 | 24.10.0 | Here |
| ACORD140 | 24.10.0 | Here |
| Bank Statements | 24.10.0 | Here |
| BillsOfLading | 24.10.0 | Here |
| CMS1500 | 24.10.0 | Here |
| Certificate of Incorporation/ Good Standing | 24.10.0 | Here |
| Certificates of Origin | 24.10.0 | Here |
| Checks | 24.10.0 | Here |
| Children Product Certificate | 24.10.0 | Here |
| DocumentUnderstanding | 24.10.0 | Here |
| EU Declaration of Conformity | 24.10.0 | Here |
| FM1003 | 24.10.0 | Here |
| Financial statements | 24.10.0 | Here |
| I9 | 24.10.0 | Here |
| IDCards | 24.10.0 | Here |
| Invoices | 24.10.0 | Here |
| InvoicesChina | 24.10.0 | Here |
| InvoicesHebrew | 24.10.0 | Here |
| InvoicesIndia | 24.10.0 | Here |
| InvoicesJapan | 24.10.0 | Here |
| Invoices Shipping | 24.10.0 | Here |
| Packing Lists | 24.10.0 | Here |
| Passports | 24.10.0 | Here |
| Payslips | 24.10.0 | Here |
| PurchaseOrders | 24.10.0 | Here |
| Receipts | 24.10.0 | Here |
| RemittanceAdvices | 24.10.0 | Here |
| UB04 | 24.10.0 | Here |
| UtilityBills | 24.10.0 | Here |
| Vehicle Titles | 24.10.0 | Here |
| W2 | 24.10.0 | Here |
| W9 | 24.10.0 | Here |
Offline bundle for Document Classifier
The Document Classifier offline bundle needs to be installed for the ML Packages in the following table.
| ML Packages | Model version | Metadata |
|---|---|---|
| DocumentClassifier | 24.10.0 | Here |
Offline bundle for UiPath Extended Languages OCR
The UiPath Extended Languages OCR offline bundle needs to be installed for the ML packages in the following table.
If you want to enable the UiPath Extended Languages OCR in an offline environment, you also need to follow these steps.
| ML package | Model version | Metadata |
|---|---|---|
| UiPath Extended Languages OCR | 24.10.0 | N/A |