Synthetic Israeli Passport Images for OCR and Computer Vision Training

More than 1,000 AI-generated passport images created by ud-synthetic for research and development, last updated on 2026-05-07. All images and associated personal details are fully synthetic and do not correspond to real individuals. The dataset is intended for training models on identity document processing.

Use Cases

• Training optical character recognition (OCR) models based on synthetic passport text fields.
• Developing computer vision models for document layout and security feature detection based on generated passport images.
• Benchmarking model performance on identity documents without privacy concerns, based on the fully synthetic nature of the data.
• Researching synthetic data generation techniques for sensitive document formats.

Strengths

• Contains more than 1,000 synthetic images, providing a substantial volume for model training.
• All data is synthetically generated, mitigating privacy and ethical concerns associated with real personal data.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The synthetic nature may not capture all 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 2026-05-07 15:41:59; freshness should be verified.

Geography

Israel (document format)