Commercial

Synthetic Printed USA Passports Dataset

Synthetic Printed USA Passports Dataset is a high-quality synthetic passport dataset containing 9,600 AI-generated passport images designed for training OCR and computer vision models in identity verification and PII extraction. This USA passport dataset includes varied angles, lighting conditions, backgrounds, and distances, with detailed metadata for accurate document analysis and model training.

Get in touch Download sample
  • Images
    9 600
  • PII
  • Data generation
  • Security
  • Anti-spoofing
  • Computer Vision

Synthetic Printed USA Passports Dataset is a high-quality synthetic passport dataset containing 9,600 AI-generated passport images designed for training OCR and computer vision models in identity verification and PII extraction. This USA passport dataset includes varied angles, lighting conditions, backgrounds, and distances, with detailed metadata for accurate document analysis and model training.

Get in touch Download sample
  • PII
  • Data generation
  • Security
  • Anti-spoofing
  • Computer Vision
  • Images
    9 600

Dataset Info

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 9 600
Number of files in a set 96 (Angles - 3, Lighting - 4, Backgrounds - 4, Distances - 2)
Angles 0°, 25°, 45°
Lighting Natural-daylight, Office-LED, Warm-indoor, Dim-light
Backgrounds Neutral wall, Textured desk, Outdoor pavement, Docs-on-docs
Distance Close (80-90 % frame), Medium (50-60 %)
Labeling Metadata (Passport ID, Sample ID, Class, Country, Gender, Age Group, Angle, Distance, Category, Resolution, Camera, Light Condition, Background, Timestamp)
Gender Male, Female
Download sample

Statistics

Distribution by gender

Technical
Characteristics

Characteristic Data
Image Extensions HEIC
Data Type generated
Source and collection methodology: Data was AI-generated.

Dataset Use Cases

  • Government & Security

    Enhanced Identity Verification Systems

    This dataset supports training identity verification and document analysis systems with high-quality synthetic passport images. By providing multiple angles, lighting conditions, and backgrounds, it enables models to accurately detect and verify USA passports and other identity documents, improving biometric authentication and reducing fraud risks in security-sensitive applications.

  • Financial Services

    Automated KYC and Compliance Checks

    Banks and fintech platforms can leverage this synthetic passport dataset for Know Your Customer (KYC) verification processes. The dataset contains detailed metadata and synthetic ID images, allowing OCR and machine learning models to extract personal data and validate passport images, accelerating digital onboarding while ensuring regulatory compliance.

  • AI & Machine Learning Research

    Training OCR and Document Recognition Models

    Researchers and AI developers can use this USA passport dataset to train deep learning models for document recognition and information extraction. The dataset includes variations in lighting, distance, and angle, providing diverse training data for improving image quality analysis, ID detection, and synthetic generation model performance.

  • Travel & Border Control Technology

    Simulating Verification for Immigration Systems

    The dataset enables testing and evaluation of automated passport verification systems for airports and border checkpoints. With synthetic passport images reflecting multiple lighting and environmental conditions, developers can simulate realistic ID document scans, improving verification accuracy, training detection algorithms, and enhancing border security efficiency.

FAQs

What should I consider before buying this dataset?
Before purchasing Synthetic Printed USA Passports Dataset, consider its format, labeling, and use cases. The dataset contains high-quality synthetic passport images designed for OCR, identity verification, and document analysis. Ensure it aligns with your machine learning or computer vision training requirements.
What is included in this dataset?
The dataset includes 9,600 synthetic passport images, labeled with metadata such as Passport ID, Sample ID, Country, Gender, Age Group, Angle, Distance, Light Condition, Background, and Timestamp. Images cover three angles, four lighting conditions, four backgrounds, and two distances, providing diverse training examples.
Can I request a sample of the dataset before purchasing or downloading it?
Yes. Unidata provides free sample images so you can assess image quality, metadata consistency, and angle/lighting variations. These samples help determine whether the dataset meets your training and testing objectives for synthetic ID detection or OCR models.
Is this a real-world dataset or synthetic data?
This dataset is entirely synthetic, created with AI generation techniques. It simulates realistic USA passport images without using actual personal data.
How are Unidata datasets licensed?
Unidata datasets follow a dual-licensing model. Free samples are available for testing, while the full dataset is accessible through purchase, providing full access to all files and metadata for professional use.
How are Unidata datasets stored?
Datasets are stored securely on AWS cloud infrastructure, offering high availability, scalability, and data protection. Storage practices comply with ISO 27001 and ISO 27701, guaranteeing secure and privacy-focused handling of synthetic passport images.
How long does it take to receive the dataset?
After submitting a request, Unidata reviews your details, finalizes documents, and processes payment. The full dataset is delivered within 3–10 business days, depending on licensing and customization options.
Is this dataset unique?
Yes. This dataset contains unique, AI-generated synthetic images specifically designed for machine learning and document verification. The variety of angles, lighting, and backgrounds ensures non-redundant training data for OCR and identity verification models.
Still have questions about using Unidata datasets? Read our user-guides

Unidata Cases

Digital Tree Passport Annotation for Forest Mapping

  • Forestry Monitoring & GIS
  • 2 months
  • 200,000 trees, 10 species classes
Learn more

License Plate Annotation for Vehicle Recognition System

  • 100,000 images with detailed license plate markup (bounding boxes, digits, regional symbols)
  • 2 weeks
Learn more

Sentiment Annotation for Brand Monitoring

  • Marketing & Consumer Insights
  • 12,000 text samples, 3 sentiment classes (positive, negative, neutral)
  • 3 weeks
Learn more

Surveillance Video Annotation for Entrance Monitoring

  • Surveillance & Security
  • 90 minutes of video from three cameras, approximately 50-60 thousand frames
  • 2 week
Learn more

Similar Datasets

Why Companies Trust Unidata’s Services for ML/AI

Share your project requirements, we handle the rest. Every service is tailored, executed, and compliance-ready, so you can focus on strategy and growth, not operations.

70+ Datasets

  • Finance, IT, E-commerce, Retail, Healthcare and 14+ Industries
  • Multiple supported formats
01

Unique & Diverse Data

  • Diversity in ethnicity, age, country, gender, and more
  • Exclusively collected data, not available from open sources
02

Custom Dataset Solutions

  • No manual collection needed from your side; we handle everything
  • Up to 70% cheaper than in-house
03

100% Legal, Secure & Compliant

  • Curated and legally sourced
  • AWS ISO 27001/27701
04

Smooth Collaboration & Fast Delivery

  • 87% of datasets delivered in 3–10 days
  • Dedicated PM, Europe-timezone communication
05

Need Proof?

See the results we've delivered for leading tech companies and startups.

Explore datasets

What our clients are saying

UniData

4 3 Reviews

PA

Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

TH

Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

Trusted by the world's biggest brands

Our Clients Love Us

Enterprise Document Automation

Document AI Lead

The dataset gave us strong value for both pilot and early-stage testing. We plan to broaden coverage as deployment scales.

Identity Verification Lab

Deputy Director

The data was good. We passed PAD level 1 from iBeta.

Ready to get started?

Tell us what you need — we’ll reply within 24h with a free estimate

    What service are you looking for? *
    What service are you looking for?
    Data Labeling
    Data Collection
    Ready-made Datasets
    Human Moderation
    Medicine
    Other (please describe below)
    What's your budget range? *
    What's your budget range?
    < $1,000
    $1,000 – $5,000
    $5,000 – $10,000
    $10,000 – $50,000
    $50,000+
    Not sure yet
    Where did you hear about Unidata? *
    Where did you hear about Unidata?
    Head of Client Success
    Andrew
    Head of Client Success

    — I'll guide you through every step, from your first
    message to full project delivery

    Thank you for your
    message

    It has been successfully sent!

    We use cookies to enhance your experience, personalize content, ads, and analyze traffic. By clicking 'Accept All', you agree to our Cookie Policy.