ud-synthetic/brazilian-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 - Brazil The Synthetic Brazil Passports Dataset brings together over 1,000 AI-generated passport images designed 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/brazilian-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 - Brazil
The Synthetic Brazil Passports Dataset brings together over 1,000 AI-generated passport images designed for training OCR and computer vision systems on identity documents. Every record is fully synthetic, so the collection holds no real personal data or biometric details — making it a privacy-compliant resource for building 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-brazil-passports)
The dataset is scalable on demand — extra images and metadata can be produced to your specifications, usually within one week.
Each image is captured on either a clean white background or a variety of realistic environments — desks, walls, and other everyday surfaces — so models adapt more reliably to production scenarios.
Coverage spans 50+ countries (including Mexico, 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-brazil-passports) to learn more.
Every image ships 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) — together with 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 - Brazil
Training document verification systems
Banks, fintech operators, and border-control teams can apply this dataset to train models that verify identity documents across a wide range of real-world conditions. The structured metadata supports accurate field extraction and validation, while the variety of backgrounds strengthens robustness in production deployments.
Building fraud detection pipelines
Compliance and security teams can use these synthetic samples to compose high-quality training corpora without relying on actual travel documents. Complete passport field coverage and full MRZ strings make it possible to model and test both standard and anomalous record patterns 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.