Get started
logo-mobile
Get started
Commercial

Synthetic USA Driver License Dataset

Synthetic USA Driver License Dataset features 5,000 high-quality, AI-generated images of U.S. driver licenses from multiple states, including California, Texas, and New York. Designed for OCR, data extraction, and identity verification model training, this synthetic dataset ensures realistic detail, balanced demographics, and secure handling of personally identifiable information.

Get in touch Download sample
  • Images
    5 000
USA driver license dataset
  • PII
  • Data generation
  • Security
  • Anti-spoofing
  • Computer Vision

Synthetic USA Driver License Dataset features 5,000 high-quality, AI-generated images of U.S. driver licenses from multiple states, including California, Texas, and New York. Designed for OCR, data extraction, and identity verification model training, this synthetic dataset ensures realistic detail, balanced demographics, and secure handling of personally identifiable information.

Get in touch Download sample
  • PII
  • Data generation
  • Security
  • Anti-spoofing
  • Computer Vision
  • Images
    5 000

Dataset Info

Characteristic Data
Description Printed synthetic driver license 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)
States California, Florida, New York, Pennsylvania, Texas
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 (License ID, Sample ID, Class, Gender, Age Group, Angle, Distance, Category, Resolution, Camera, Light Condition, Background, Timestamp)
Gender Male, Female
USA driver license dataset
USA driver license dataset
Download sample

Technical
Characteristics

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

Dataset Use Cases

  • Financial Services

    Identity Verification for KYC Systems

    Synthetic USA Driver License Dataset provides realistic driver license images from multiple U.S. states to enhance Know Your Customer (KYC) and anti-fraud systems. Financial institutions can train OCR and verification models to accurately extract license numbers, names, and dates while maintaining full data security through synthetic generation.

  • Government & Transportation

    Automated License Processing and Record Management

    This dataset supports agencies and vehicle registration services in automating document verification and data extraction. Models trained on these synthetic driver license images can recognize document layouts, validate identification details, and improve accuracy in digital licensing systems without using personal information.

  • Technology & AI Development

    Training OCR and Data Extraction Models

    AI developers use this dataset to build and test machine learning algorithms for text extraction and identification. The variation in lighting, angles, and backgrounds helps train OCR systems to read license data accurately under real-world conditions, improving document scanning and mobile verification apps.

  • E-commerce & Digital Services

    Age and Identity Verification for Online Platforms

    Online marketplaces and digital service providers use synthetic driver license datasets to develop and test age verification tools. The data supports building reliable, privacy-safe systems for verifying users’ identities, ensuring compliance with regulations while enhancing user trust and onboarding security. 

FAQs

What is included in this dataset?
This dataset includes 5,000 high-resolution synthetic driver license images representing five U.S. states - California, Florida, New York, Pennsylvania, and Texas. Each image varies by lighting, background, distance, and viewing angle, providing robust training data for deep learning applications.
What types of annotations are provided?
Each image includes metadata fields such as License ID, Gender, Class, Age Group, Angle, Distance, and Lighting Condition. These detailed annotations improve model performance for OCR, text recognition, and data extraction tasks involving driver license imagery.
Can I request a sample of the dataset before purchasing?
Yes. Unidata provides free dataset samples for evaluation and testing purposes. These samples allow developers to assess data quality, structure, and labeling consistency before purchasing a dataset.
How are Unidata datasets licensed?
Unidata datasets follow a dual-licensing model. Free samples are available for preliminary testing, while full versions of our datasets are sold for commercial and research use, ensuring both accessibility and responsible data management.
Do Unidata datasets follow GDPR or other data privacy regulations?
Yes. Unidata datasets comply with GDPR and international data protection laws. Since this dataset is synthetic, it contains no real personal data and adheres to ethical standards for privacy and data safety.
How are Unidata datasets stored?
All datasets are securely stored on AWS cloud servers to ensure high availability and compliance with ISO 27001 and ISO 27701 standards. This guarantees data integrity, scalability, and secure access for customers handling sensitive AI training material.
How long does it take to receive the dataset?
After submitting a purchase request, our team confirms details and provides documentation for approval. Once payment and agreement are complete, the dataset is delivered securely within 3–10 business days.
Is this a real-world dataset or synthetic data?
This is a synthetic dataset created to replicate real driver licenses while maintaining full data privacy. It enables safe model training for identity recognition, document verification, and text extraction without using sensitive or personal information.
Still have questions about using Unidata datasets? Read our user-guides

Similar 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.

Why Choose Us

Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflows

Expertise

Our team consists of industry-leading experts in AI data solutions

Quality

We ensure superior data quality to maximize your AI project's potential

Efficiency

Our optimized workflows accelerate your model training processes

Proven Results

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Customization

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Support

We provide ongoing support and consultation to ensure continuous success
background
team
1000 +
full-time assessors

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.