ud-synthetic/russian-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 - Russia

The Synthetic Russia Passports Dataset features over 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Since every entry is fully synthetic, the dataset includes no genuine personal data or biometric details, offering a privacy-safe basis for building identity verification, KYC, and fraud-prevention workflows. - Get the data

The dataset can be expanded on request — extra images and metadata can be tailored to your specifications, usually within one week.

Images are taken on either a plain white backdrop or a variety of lifelike settings — such as desks, walls, and other common surfaces — allowing models to adapt more reliably to real-world deployments.

Coverage extends to 50+ countries (including Ukraine, Poland, Czech Republic, Hungary, Romania, and more). Submit a request via the website to learn more.

Every record is accompanied by detailed structured metadata covering 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) — alongside 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 (Ukraine, Poland, Czech Republic, Hungary, Romania, 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	773781858
Passport number (split)	7 7 3 7 8 1 8 5 8
Surname and given name	IVANOV ALEKSEY
Signature	A. Ivanov
Date of birth	23 JAN 1980
Date of issue	28 FEB 2019
Date of expiry	28 FEB 2029
Sex	M
Place of birth	CHELYABINSK
Issuing authority	MVD 16001
Nationality	RUSSIA
Nationality code	RUS
Document type	P
Machine-readable zone (MRZ)	P<RUSIVANOV<<ALEKSEY<<<<<<<<<<<<<<<<<<<<<<<<77<3781856RUS8001232M2902289<<<<<<<<<<<<<<08

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Use cases - Russia

Training document verification systems

Banks, fintech providers, and border-control units can use this dataset to train models that authenticate identity papers across diverse real-world conditions. Structured metadata enables accurate field extraction and validation, while varied backgrounds boost robustness in production deployments.

Building fraud detection pipelines

Compliance and security groups can draw on these synthetic records to build high-quality training corpora without involving genuine travel documents. Full passport field coverage and complete MRZ strings make it possible to model and stress-test both valid records and edge-case anomalies.

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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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