Synthetic Passport Images from 100+ Countries for Identity Verification

A collection of over 100,000 synthetically generated passport images created by ud-biometrics and updated in July 2025. The dataset includes document layouts and photos from more than 100 countries. It is designed for training neural networks in identity verification and fraud detection tasks.

Use Cases

• Train identity verification models based on synthetic passport photos mentioned in the description
• Develop fraud detection systems based on document layouts mentioned in the description
• Benchmark document analysis algorithms based on the dataset's focus on fake document identification

Strengths

• Contains over 100,000 generated images
• Covers passport formats from more than 100 countries

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment

Provenance

Source

ud-biometrics

Collection Method

Synthetically generated

Time Range

Synthetic; no temporal coverage specified

Freshness

Last updated 2025-07-18 18:12:25

Geography

100+ countries; specific regions not detailed