Document Understanding
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- Overview
- Getting Started
- Activities
- Insights Dashboards
- Document Understanding Process
- ML Packages
- Overview
- 1040 - ML Package
- 1040 Schedule C - ML Package
- 1040 Schedule D - ML Package
- 1040 Schedule E - ML Package
- 4506T - 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
- BillsOfLading - 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 Australia - ML package
- Invoices China - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML Package
- Packing Lists - ML Package
- Payslips - ML Package
- Passports - ML Package
- Purchase Orders - ML Package
- Receipts - ML Package
- RemittanceAdvices - ML Package
- UB04 - ML Package
- Utility Bills - ML Package
- Vehicle Titles - ML Package
- W2 - ML Package
- W9 - ML Package
- Public Endpoints
- Licensing
PREVIEW
Document Understanding User Guide for Modern Experience
Last updated Apr 26, 2024
Overview
Using a Document Understanding ML Package involves these steps:
- Collecting document samples and the requirements of the data points that need to be extracted.
- Labeling documents using Document Manager.
- Downloading or exporting labeled documents as a Training dataset and uploading the exported folder to AI Center Storage.
- Running a Training Pipeline on AI Center.
- Deploying the trained model as an ML Skill in AI Center.
- Querying the ML Skill from an RPA workflow using
the UiPath.DocumentUnderstanding.ML activity package.
Note: Remember that using Document Understanding ML Packages requires that the machine on which AI Center is installed can access
https://du-metering.uipath.com
.Important: When creating a UiPath.DocumentUnderstanding.ML.Activities Package in AI Center, the package name should not be any python reserved keyword, such asclass
,break
,from
,finally
,global
,None
, etc. Note that this list is not exhaustive since the package name is used forclass <pkg-name>
andimport <pkg-name>
.
These are out-of-the-box Machine Learning Models to classify and extract any commonly occurring data points from semi-structured or unstructured documents, including regular fields, table columns, and classification fields, in a template-less approach.
Note:
Out-of-the-box Machine Learning Packages that are delivered by UiPath have version 0 and are already available on your tenant, meaning that there is no need to download them.
Download is available only for versions 1 or higher, that were already trained by you.
Document Understanding contains multiple ML Packages split into five main categories: