Synthetic Indian Passports: Over 1,000 AI-Generated Images for Document Analysis

More than 1,000 AI-generated Indian passport images created by ud-synthetic for research and development, last updated on 2026-05-05. All images and associated data are fully synthetic and do not correspond to real individuals. The dataset is intended for training optical character recognition and computer vision models on identity documents.

Use Cases

• Train optical character recognition models based on synthetically generated passport text fields.
• Develop computer vision models for document layout analysis based on synthetic passport images.
• Benchmark identity document forgery detection algorithms using a controlled synthetic dataset.
• Test data anonymization and privacy-preserving techniques on synthetic personal identification data.

Strengths

• Contains over 1,000 synthetically generated images, providing a scalable resource for model training.
• All data is explicitly synthetic, mitigating privacy and ethical concerns associated with real personal data.
• The dataset is hosted on a major platform (Hugging Face) with a clear disclaimer about its synthetic nature.

Limitations

• Row count and specific file formats are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The synthetic nature may not perfectly capture the visual noise and variations of real-world documents.

Provenance

Source

ud-synthetic on Hugging Face.

Collection Method

AI-generated synthetic data.

Freshness

Last updated 2026-05-05 12:48:20; freshness should be verified.

Geography

Synthetic representation of Indian passports.