Synthetic Passport Photos from 100+ Countries

Over 100,000 synthetic passport photos from more than 100 countries, created by UniDataPro. This dataset is intended for computer vision research and development, allowing work on passport verification and biometric tasks without using real personal data. The dataset was last updated on May 22, -05-22 08:33:39.

Use Cases

• Train models for passport photo verification based on synthetic images.
• Develop biometric identification systems based on facial features in passport-style photos.
• Evaluate document analysis algorithms for photo quality and compliance standards.
• Benchmark face detection and recognition models on a passport-specific dataset.

Strengths

• Contains over 100,000 images, providing a substantial volume for model training.
• Covers more than 100 countries, suggesting potential geographic diversity in the synthetic samples.
• Synthetic nature addresses ethical and legal concerns associated with real passport data.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The synthetic nature may not perfectly replicate all real-world variations and artifacts.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

UniDataPro on Hugging Face.

Collection Method

Synthetically generated.

Time Range

null

Freshness

Last updated 2025-05-22 08:33:39.

Geography

Over 100 countries.