Get started
logo-mobile
Get started
Commercial

Car License Plate Detection Dataset

The license plate dataset contains vehicle images with annotated license plates, enabling accurate recognition of number plates across various traffic conditions and road environments

Get in touch Download sample
  • Million images
    2.6
  • Countries
    86
  • Computer Vision
  • Data annotation
  • Detection
  • Auto
  • Machine Learning
  • Security

The license plate dataset contains vehicle images with annotated license plates, enabling accurate recognition of number plates across various traffic conditions and road environments

Get in touch Download sample
  • Computer Vision
  • Data annotation
  • Detection
  • Auto
  • Machine Learning
  • Security
  • Million images
    2.6
  • Countries
    86

Dataset Info

Characteristic Data
Description Car license plate images with labeling for OCR tasks
Data types Image
Tasks Detection, Classification, OCR
Total number of files 2,663,532
Marking OCR
Labeling Model, details, plate text, tag, country
Countries Poland, Germany, France, Ukraine, Spain, United Kingdom, Hungary, Netherlands, USA, Italy, Belgium, China, Belarus, Turkey, Serbia, Lithuania, Kazakhstan, Bulgaria, Romania, Austria, Switzerland, Slovakia, Czech Republic, USSR, Latvia, Norway, Croatia, Vietnam, Canada, Greece, Indonesia, Finland, Georgia, Estonia, UAE, Israel, Thailand, Uzbekistan, Sweden, Slovenia, Luxembourg, Ireland, Portugal, Moldova, Guernsey, Non-recognized and partially recognized states, Denmark, Malta, Azerbaijan, Armenia, Kyrgyzstan and etc.
Download sample

Statistics

Distribution by continent

Technical
Characteristics

Characteristic Data
Image extensions png
Extension of labeling file csv
Source and collection methodology: Data was collected by parsing videos from various sources

Dataset Use Cases

  • Transportation & Logistics

    Fleet Tracking and Toll Automation

    This car license plate dataset supports the development of AI-powered systems for automated fleet monitoring, toll collection, and delivery verification. By training models on annotated license plates in varied lighting, weather conditions, and traffic scenarios, logistics companies can ensure accurate license plate recognition across diverse road networks and urban areas.



  • Smart City Infrastructure

    Traffic Management and Parking Automation

    Urban planners and technology providers use this license plate detection database to improve traffic flows, monitor traffic density, and automate parking access. The dataset enables integration with intelligent traffic systems, traffic signals, and parking control platforms, supporting better urban mobility and road safety in real-world conditions.



  • Law Enforcement & Security

    Vehicle Identification and Access Control

    Police, customs, and private security agencies use this car plate detection dataset for number plate recognition, stolen vehicle recovery, and border security. Its precise bounding box and polygon annotations allow accurate vehicle identification even in challenging traffic patterns and weather conditions.



  • Autonomous Vehicles & AI Research

    Real-Time Detection for Self-Driving Systems

    Autonomous driving developers rely on this license plate recognition database to train models for detecting and interpreting vehicle registrations in real-time traffic. By encompassing diverse road types, speed limits, and driving behaviors, the dataset ensures better performance in both simulated and real-world deployments.



FAQs

What is the Car License Plate Detection Dataset used for?
The dataset is designed for license plate recognition, OCR tasks, and autonomous driving research. It supports detection, classification, and number plate recognition models, helping improve traffic management, smart city systems, and vehicle registration monitoring.
What types of annotations are provided?
Each image in the dataset contains OCR-based annotations, including plate text, vehicle model details, tags, and country information.
How was the data for this dataset collected?
The data was sourced from diverse real-world traffic flows, urban areas, and road conditions. Images were gathered across multiple countries and road types, ensuring broad coverage for traffic scenarios, vehicle registrations, and intelligent transportation research.
What should I consider before buying Car License Plate Detection Dataset?
Before purchasing, evaluate your project goals, such as character recognition, plate detection, or vehicle registration systems. Review the data diversity, country coverage, and annotation details, as these factors impact the performance of learning models, recognition technology, and real-time traffic applications.
Do Unidata datasets follow GDPR or other data privacy regulations?
Yes. Our datasets are developed in compliance with GDPR and related data privacy laws. Information comes only from lawful sources to ensure ethical handling.
How are Unidata datasets licensed?
Unidata datasets operate under a dual licensing framework: users may test free samples, but full dataset access is granted only via purchase.
How long does it take to receive the dataset?
After submitting your request, our team will reach out to review the details and complete the necessary paperwork. Once finalized and payment is received, the dataset will be provided within 3–10 days.
Is this a real-world dataset or synthetic data?
This is a real-world dataset. It contains over 2.6 million car license plate images collected by parsing videos from various sources.
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!

Learn more

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.

Learn more

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.

Learn more

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.

Learn more

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.