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Document Understanding Modern Projects User Guide

Last updated May 15, 2025

Passports - document type

Overview

The Passports ML package is a pre-trained model build to recognize and extract information from passports and related documents such as Visas, Diplomatic Passports, Military Passports issued by different countries.

Particularities

The model automatically detects data such as:

  • Last Name, First Name, Nationality, Date of Birth, Birth Place, Sex,
  • Passport Number, Issuing Authority, State.

Extracted fields

Note: If you are using using public endpoints, such as https://du.uipath.com/ie/invoices, all fields are available. However, if you are using custom-trained extractors, the availability of extracted fields is dependant on the version you are currently using.
You can also check the list of fields and types on any endpoint in the /info/model object. To access this, simply add /info/model to any endpoint, like so: https://du.uipath.com/ie/invoices/info/model. For an enhanced reading experience of the fields list, it's recommended to install a JSON viewer extension in your browser.
Table 1. List of extracted fields for Passports
Display NameField NameField TypeContent Type
Passport Numberpassport-noregularid-no
Last Namelast-nameregularstring
First Namefirst-nameregularstring
Nationalitynationalityregularstring
Gendersexregularstring
Date of Birthbirth-dateregulardate
Place of Birthbirth-placeregularstring
Date of Issueissued-dateregulardate
Addressaddressregularstring
Issuing Authorityauthorityregularstring
Expiration Date expiration-dateregulardate
Machine Readable Zonemrzregularstring
Statestateregularstring
State Codestate-coderegularid-no
Document Typedocument-typeregularstring
Document Type Codedocument-type-coderegularid-no
Personal IDpersonal-idregularid-no

Samples

Here is a sample of a passport:



Processed document types:

This out-of-the-box pre-trained model can be used with the following document types:

  • Passports
  • Diplomatic Passports
  • Military Passports
  • Visas
  • Overview
  • Particularities
  • Extracted fields
  • Samples
  • Processed document types:

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