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Synthetic Passports Dataset - 5 000 passport photos
Dataset features 5,000 AI-generated UK passport images captured under varied angles, lighting, and backgrounds. Designed for OCR, computer vision, and identity verification research, this passport dataset supports training models in PII extraction, document recognition, and synthetic passport analysis with rich metadata annotations. - Get the data
Dataset characteristics:
| Characteristic | Data |
|---|---|
| Description | Printed synthetic passport images for training ML models in PII extraction |
| Data types | Image |
| Tasks | OCR, Computer Vision |
| Total number of files | 5,000 |
| Number of files in a set | 96 (Angles - 3, Lighting - 4, Backgrounds - 4, Distances - 2) |
| Angles | 0Β°, 25Β°, 45Β° |
| Lighting | Natural-daylight, Office-LED, Warm-indoor, Dim-light |
| Backgrounds | Neutral wall, Textured desk, Outdoor pavement, Docs-on-doc |
| Distance | Close (80-90% frame), Medium (50-60% frame) |
| Labeling | Metadata (Passport ID, Sample ID, Class, Country, Gender, Age Group, Angle, Distance, Category, Resolution, Camera, Light Condition, Background, Timestamp) |
| Gender | Male, Female |
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Dataset structure
- UK - folder of images
- Synthetic Printed United Kingdom Passports Dataset.csv - file contains metadata for all individuals in the dataset.
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