Synthetic UK Passport Images for OCR and Identity Verification Research

5,000 AI-generated UK passport images created by ud-biometrics, last updated on 2025-11-04. The dataset features varied capture angles, lighting, and backgrounds. It is designed for training models in document recognition and synthetic passport analysis.

Use Cases

• Training optical character recognition (OCR) models based on synthetic passport images.
• Developing identity verification systems based on document recognition features.
• Researching synthetic passport analysis based on the AI-generated images and metadata annotations.
• Benchmarking computer vision models for PII extraction based on passport document structure.

Strengths

• Contains 5,000 images, providing a substantial sample size for model training.
• Images feature varied angles, lighting, and backgrounds, which may improve model robustness.
• Includes rich metadata annotations, as mentioned in the description.

Limitations

• Row count, file formats, and column-level documentation are unknown, which may limit suitability assessment.
• The dataset is synthetic; performance on real-world data may vary.
• License information is unknown, which could restrict usage.

Provenance

Source

ud-biometrics on Hugging Face

Collection Method

AI-generated synthetic images.

Time Range

Synthetic generation date(s) unknown.

Freshness

Last updated 2025-11-04 23:39:16; freshness should be verified.

Geography

United Kingdom (UK passport format).