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ud-biometrics/synthetic-printed-german-passports

Synthetic Passports Dataset - 5 000 passport photos Dataset features 5,000 AI-generated German 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… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/synthetic-printed-german-passports.

sourceHugging Facecc-by-nc-nd-4.0updated 11mo agoView on Hugging Face
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Synthetic Passports Dataset - 5 000 passport photos

Dataset features 5,000 AI-generated German 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](https://unidata.pro/datasets/synthetic-printed-german-passports/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=synthetic-printed-german-passports)

Dataset characteristics:

CharacteristicData
DescriptionPrinted synthetic passport images for training ML models in PII extraction
Data typesImage
TasksOCR, Computer Vision
Total number of files5,000
Number of files in a set96 (Angles - 3, Lighting - 4, Backgrounds - 4, Distances - 2)
Angles0°, 25°, 45°
LightingNatural-daylight, Office-LED, Warm-indoor, Dim-light
BackgroundsNeutral wall, Textured desk, Outdoor pavement, Docs-on-doc
DistanceClose (80-90% frame), Medium (50-60% frame)
LabelingMetadata (Passport ID, Sample ID, Class, Country, Gender, Age Group, Angle, Distance, Category, Resolution, Camera, Light Condition, Background, Timestamp)
GenderMale, Female

📊 Sample dataset available! For full access, contact us to discuss purchase terms.

Dataset structure

  • —DEM - folder of images
  • —Synthetic Printed German Passports Dataset.csv - file contains metadata for all individuals in the dataset.

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  3. 3.Synthetic Printed USA Passports Dataset

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