ud-synthetic/vietnamese-passports

Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.

Introduction - Vietnam

The Synthetic Vietnam Passports Dataset gathers more than 1,000 AI-generated passport images tailored for training OCR and computer vision pipelines on identity documents. Every entry is fully synthetic, so the collection holds no actual personal information or biometric data — a privacy-friendly foundation for building identity verification, KYC, and fraud-detection systems. - Get the data

The dataset scales on demand — additional images and metadata can be generated to match your specifications, typically within one week.

Every image is shot on either a clean white surface or a range of authentic environments — desks, walls, and other everyday backdrops — so models can generalise more confidently to production scenarios.

Coverage spans 50+ countries (including Thailand, Indonesia, Philippines, Singapore, Myanmar, and more). Submit a request via the website to learn more.

Each image comes with comprehensive structured metadata describing the document's personal fields — passport number, full name, signature, date of birth, sex, place of birth, issuing authority, nationality, document type, and the machine-readable zone (MRZ) — plus technical attributes such as resolution and category.

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Dataset general info

Characteristic	Data
Description	Synthetic passport images with detailed metadata for ML model training in PII extraction
Data types	Image + structured metadata
Tasks	OCR, Computer Vision
Total number of files	1000+ (scalable on request)
Labeling	Passport Number, Passport Number (split), Surname, Given Name, Signature, Date of Birth, Date of Issue, Date of Expiry, Sex, Place of Birth, Issuing Authority, Nationality, Nationality Code, Document Type, MRZ
Gender	Male, Female
Backgrounds	White and varied (desk, wall, and other surfaces)
Countries	50+ available (Thailand, Indonesia, Philippines, Singapore, Myanmar, and more — on request)
Image format	JPG
Data generation	AI-generated
Source of images	AI-generated

The dataset comprises 1,000+ synthetic passport images, each tied to a complete identity-style record and structured annotations. Additional samples can be produced on request within one week, and the imagery covers both clean white scenes and varied background environments.

Metadata fields include:

Field	Example
Passport number	Y5195555
Passport number (split)	Y 5 1 9 5 5 5 5
Surname and given name	DANG HUU PHUC
Signature	Phuc Dang
Date of birth	27 AUG 1997
Date of issue	28 JUL 2025
Date of expiry	28 JUL 2035
Sex	M
Place of birth	LONG AN
Issuing authority	IMMIGRATION DEPARTMENT
Nationality	VIETNAM
Nationality code	VNM
Document type	P
Machine-readable zone (MRZ)	P<VNMDANG<<HUU<PHUC<<<<<<<<<<<<<<<<<<<<<<<<<Y5195555<7VNM9708273M3507289493420480<<<<<00

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Use cases - Vietnam

Training document verification systems

Banks, fintech firms, and border-control units can use this dataset to teach models how to validate identity papers across a broad spectrum of real-world conditions. Structured metadata supports accurate field extraction and validation, while diverse backgrounds enhance robustness in deployed environments.

Building fraud detection pipelines

Compliance and security units can rely on these synthetic samples to build high-quality training corpora without resorting to real travel documents. Complete passport field coverage and full MRZ strings make it straightforward to model and probe both standard and anomalous record patterns.

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FAQ

Is this real-world or synthetic data?

All images are AI-generated and contain no biometric data or personal information tied to real individuals.

Can I request a custom dataset size?

Yes — the dataset is scalable, and additional samples can be generated based on your requirements within one week.

Can I request country-specific data?

Yes — support for 50+ countries is available. Please submit a request to get detailed coverage and samples.

Can I request a sample before purchasing?

Yes — free samples are available so you can evaluate image quality, metadata structure, and variation coverage before committing.

How is the dataset delivered?

After purchase, the dataset is delivered via secure AWS cloud infrastructure compliant with ISO 27001 and ISO 27701.

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