ud-biometrics/passport-dataset

Synthetic Passports Dataset - 100,000 passport photos

Dataset comprises 100,000+ synthetically generated images of passports from 100+ countries, designed for identity verification, fraud detection, and document analysis. It includes document layouts and passport photos to train neural networks in identifying fake documents and enhancing verification systems. - Get the data

Dataset characteristics:

Characteristic	Data
Description	Generated passports for training a neural network to identify documents
Data types	Image
Tasks	Face recognition, Computer Vision
Total files	100,000
Number of countries	100+
Labeling	Metadata (background)
Gender	Male, Female

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Dataset structure

• files - folder of images
• csv - file contains metadata for all individuals in the dataset.

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