Commercial

Synthetic Passports Dataset

The passport dataset comprises synthetic document images from multiple countries with metadata and is designed for training AI models in face recognition, identity verification, and document analysis to detect fake passports and prevent identity fraud

Get in touch Download sample
  • Images
    100 000
  • Countries
    100+
synthetic passports dataset
  • Know your customer
  • Data generation
  • Computer Vision
  • Security
  • Anti-spoofing
  • Know your customer
  • Data generation
  • Computer Vision
  • Security
  • Anti-spoofing

The passport dataset comprises synthetic document images from multiple countries with metadata and is designed for training AI models in face recognition, identity verification, and document analysis to detect fake passports and prevent identity fraud

  • Know your customer
  • Data generation
  • Computer Vision
  • Security
  • Anti-spoofing
  • Images
    100 000
  • Countries
    100+

Dataset Info

Characteristic Data
Description Generated passports for training a neural network to identify a document
Data types Image
Tasks Face recognition, Computer Vision
Total number of files 100 000
Number of countries 100+
Labeling Metadata (background)
Gender Male, Female
Countries Albania, Algeria, Andorra, Argentina, Armenia, Australia, Austria, Azerbaijan, Bahrain, Bangladesh, Belarus, Belgium, Bosnia and Herzegovina, Brazil, Brunei, Bulgaria, Cambodia, Canada, China, Croatia, Cyprus, Czech Republic, Denmark, Egypt, Estonia, Finland, France, Georgia, Germany, Greece, Hong Kong (HKSAR), Hungary, India, Indonesia, Iraq, Ireland, Israel, Italy, Japan, Jordan, Kazakhstan, Kuwait, Kyrgyzstan, Laos, Latvia, Lebanon, Liechtenstein, Lithuania, Luxembourg, Malaysia, Malta, Mexico, Moldova, Mongolia, Montenegro, Morocco, Myanmar, Nepal, Netherlands, New Zealand, North Macedonia, Norway, Oman, Pakistan, Palestine, Philippines, Poland, Portugal, Qatar, Romania, Russia, Russia Standart, Saudi Arabia, Serbia, Singapore, Slovakia, Slovenia, South Africa, South Korea, Spain, Sri Lanka, Sweden, Switzerland, Taiwan, Tajikistan, Thailand, Tunisia, Turkey, Turkmenistan, UAE, UK, Ukraine, USA, Uzbekistan, Vatican, Vietnam and others
Download sample

Technical
Characteristics

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

Dataset Use Cases

  • Financial Services

    Training Identity Verification Systems

    Banks and fintech companies use Synthetic Passport Dataset to strengthen fraud detection and onboarding workflows. Since the dataset includes passport images from different countries, models learn to identify ID documents accurately without exposing personal data. This enables safer, compliant, and scalable identity verification solutions built on synthetic generation technology.



  • Border Control & Security

    Document Recognition for Immigration Systems

    Security agencies apply passport datasets to improve automated checks at airports and border crossings. The dataset contains images generated to represent multiple document types, ensuring systems recognize variations in ID cards and identity documents. By using synthetic data, authorities train verification systems without relying on sensitive personal information.



  • Technology & AI Development

    Building Machine Learning Models

    This dataset provides a rich training base for learning models focused on document analysis and text recognition. Since the dataset consists of thousands of high-quality synthetic ID images, researchers can experiment with different types of layouts, fonts, and structures. This supports advancements in computer vision and intelligent recognition systems.



  • Education & Research

    Training Without Sensitive Data Exposure

    Universities and research labs rely on the synthetic passport dataset as an alternative to public datasets containing real identity documents. Because the images generated are free from personal data, students and professionals can explore document analysis methods safely. This promotes innovation in synthetic ID research while maintaining compliance with privacy standards.



FAQs

What is Synthetic Passports Dataset used for?
It is designed for training learning models in computer vision, fraud detection, and identity verification. It helps develop systems for detecting fake documents, preventing identity fraud, and improving verification systems that process passport photos and other identification documents.
Does the dataset contain real personal information?
No. The dataset is fully AI-generated and does not contain real passport holders or genuine personal identity information. This makes it suitable for AI development where privacy, compliance, and data security are important considerations.
Is it possible to request a custom dataset?
Yes, Unidata provides the option to create custom datasets tailored to your project needs. You can specify the data sources, annotation types, or formats, and the dataset will be collected and labeled according to your requirements.
What should I consider before buying this dataset?
When purchasing it, consider the document types, document layout, and country coverage to ensure it meets your project’s needs. Since the dataset consists of synthetic datasets rather than real identity documents, it is best suited for training anti-spoofing, verification solutions, and computer vision models without handling actual personal information.
Is this a real-world dataset or synthetic data?
This passport dataset is synthetic data, not a real-world collection. All passport images are AI-generated and include metadata such as gender and background.
Do Unidata datasets follow GDPR or other data privacy regulations?
Yes. All our datasets follow GDPR standards and meet privacy legislation requirements. Data collection is performed solely through lawful methods.
How is the data stored?
All Unidata datasets are safeguarded on AWS’s reliable cloud infrastructure, designed for availability and growth. We operate under ISO 27001 and ISO 27701 standards, internationally recognized for strong security and privacy measures. This provides clients with a dependable and compliant data environment.
How long does it take to receive the dataset?
Once you submit a request, our team will contact you to confirm details and complete the necessary documents. After the agreement is signed and payment is processed, the dataset is typically delivered within 3–10 days.
Still have questions about using Unidata datasets? Read our user-guides
Image

Before You Buy The Full Set

This dataset is available for AI stress testing. We run your model on it and report error rates per class, segment & condition, so you buy only the 5–30% that fixes the classes it missed.

Show me what fails
Image

Unidata Cases

Digital Tree Passport Annotation for Forest Mapping

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

License Plate Annotation for Vehicle Recognition System

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

Sentiment Annotation for Brand Monitoring

  • Marketing & Consumer Insights
  • 12,000 text samples
  • 7 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 Datasets

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

Tyler Rand

Airship AI

“We were very happy with the quality of the data that we purchased. It will assist our efforts to improve our product. The team at Unidata was very responsive to our needs, and provided the data format needed to complete our tasks. We are happy to state that Unidata delivers a high quality product in an effective and efficient manner.”

D. B.

IdentifAI Labs

“We partnered with Unidata for a vast collection of webcam and smartphone assets and were very satisfied. The data quality was excellent, maintaining high resolution and clarity across all formats to meet our specific technical needs. The procurement process was seamless thanks to their customer service. The team was proactive and transparent, ensuring smooth communication from start to finish. Although the investment was significant, the professional caliber of the data and the reliability of the service made it a worthwhile value.”

ChunXiao Liu

DFRobot

“We purchased a dataset of 50,000 license plates from around the world, and the trained model performs very well.”

Trusted by the market's leading brands

logo-identifai logo-unissey Logo Partners logo-etuitus

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

    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.