ud-synthetic/mexican-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 - Mexico The Synthetic Mexico Passports Dataset gathers more than 1,000 AI-generated passport images built for training OCR and computer vision systems on identity documents. Every record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/mexican-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 - Mexico
The Synthetic Mexico Passports Dataset gathers more than 1,000 AI-generated passport images built for training OCR and computer vision systems on identity documents. Every record is fully synthetic, so the collection contains no real personal data or biometric records — a privacy-compliant foundation for developing identity verification, KYC, and fraud-detection pipelines. - [Get the data](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-synthetic&utm_medium=referral&utm_campaign=synthetic-mexico-passports)
The dataset can be expanded on demand — additional images and metadata can be produced to meet your specifications, typically within one week.
Each image is shot on either a plain white background or one of several realistic settings — desks, walls, and other everyday surfaces — so models adapt more reliably to production-grade scenarios.
Coverage spans 50+ countries (including Brazil, Argentina, Colombia, Chile, Peru, and more). Submit a request via [the website](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-synthetic&utm_medium=referral&utm_campaign=synthetic-mexico-passports) to learn more.
Every image is supplied with rich 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) — alongside technical attributes such as resolution and category.
Dataset general info
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:
Use cases - Mexico
Training document verification systems
Banks, fintech firms, and border-control units can rely on this dataset to train models that confirm identity documents across a wide range of real-world conditions. Structured metadata supports precise field extraction and validation, while diverse backgrounds reinforce robustness once models are deployed.
Building fraud detection pipelines
Compliance and security teams can use these synthetic samples to build high-quality training corpora without depending on real travel documents. Full passport field coverage and complete MRZ strings enable both standard records and anomalous patterns to be modelled and stress-tested with confidence.
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.