UniDataPro/synthetic-printed-australian-passports

Australian passport dataset

The dataset comprises 5,000 high-resolution synthetic photos of ** Australian passports**, designed to advance computer vision and identity verification systems. It provides a secure and ethical resource for training robust models for OCR (Optical Character Recognition), document analysis, and spoofing detection, all without exposing real personal data or sensitive personal information.

This dataset is an essential tool for organizations and government agencies seeking to enhance their security infrastructure against identity fraud and sophisticated spoofing attempts. - Get the data

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Each sample contains synthetically generated but structurally accurate personal data, including passport numbers, full names, and other identifying elements, providing diverse samples for model training.

Example of the data

The dataset includes highly realistic documents containing all key security features of genuine Australian travel documents.

Frequently Asked Questions

What metadata is available with each passport image?

Each image includes comprehensive metadata that supports detailed experimentation and dataset filtering. Available fields include Passport ID, Sample ID, country, gender, age group, camera angle, capture distance, lighting condition, background, resolution, camera information, timestamp, and class labels.

Why are different backgrounds included in the dataset?

Passport verification systems often receive photographs taken in uncontrolled environments rather than perfectly isolated document scans. To reflect these situations, the dataset includes four background categories, including neutral walls, textured desks, outdoor pavement, and documents placed on other papers. These variations help machine learning models improve document detection, segmentation, and perspective correction under realistic conditions commonly encountered during remote identity verification.

Who can benefit from this Australian passport dataset?

This Australian passport dataset is valuable for OCR developers, computer vision engineers, identity verification providers, fintech companies, document AI researchers, and organizations building automated onboarding solutions. Because it consists entirely of synthetic passport images accompanied by detailed metadata, it supports the development and validation of document recognition systems while avoiding the legal and privacy concerns associated with collecting and distributing genuine passport photographs."

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