ud-synthetic/israeli-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 - Israel The Synthetic Israel Passports Dataset compiles more than 1,000 AI-generated passport images intended for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/israeli-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 - Israel
The Synthetic Israel Passports Dataset compiles more than 1,000 AI-generated passport images intended for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the collection holds no real personal information or biometric data — a privacy-compliant foundation 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-israel-passports)
The dataset can be scaled on demand — extra images and metadata can be created to match your specifications, typically within one week.
Every image is shot against either a plain white backdrop or a variety of realistic settings — desks, walls, and other everyday surfaces — supporting better model generalisation to production-grade conditions.
Coverage spans 50+ countries (including UAE, Turkey, Cyprus, Egypt, Saudi Arabia, and more). Submit a request via [the website](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-synthetic&utm_medium=referral&utm_campaign=synthetic-israel-passports) to learn more.
Every image is supplied with rich 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) — 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 - Israel
Training document verification systems
Banks, fintech businesses, and border-control units can use this dataset to train models that confirm identity documents across a broad range of real-world conditions. Structured metadata enables accurate field extraction and validation, while the variety of backgrounds reinforces robustness once models are deployed.
Building fraud detection pipelines
Compliance and security teams can rely on these synthetic samples to compile high-quality training corpora without using real travel documents. Full passport field coverage and complete MRZ strings allow both standard records and anomalous patterns to be modelled and 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.