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France License Plate Detection Dataset

The dataset includes annotated license plates from diverse real-world traffic conditions in France, providing high-quality images for license plate recognition, license plate detection, and OCR tasks, enabling accurate vehicle tracking, traffic management, and law enforcement applications

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  • images
    195 445
  • Auto
  • Computer Vision
  • Machine Learning
  • Detection
  • Data annotation
  • Security
  • images
    195 445

Dataset Info

Characteristic Data
Description License plate images with labeling for OCR tasks
Tasks Detection, Classification, OCR
Total number of files 195 445
Marking OCR
Labeling Model, details, plane text, tag, country, number
Download sample

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 & Tolling

    Automating Vehicle Tracking and Billing

    France License Plate Detection Dataset supports license plate recognition for toll operators and logistics firms. With annotated license plates captured in varied lighting conditions and traffic scenarios, it enables automatic number plate recognition with high accuracy rates, ensuring smooth toll collection, faster billing, and precise vehicle tracking on national road networks.



  • Smart City & Parking Solutions

    Optimizing Parking and Access Control

    City planners and parking providers use the license plate detection datasets to build systems that manage vehicles entering car parks and restricted areas. By training recognition systems on registration numbers and plate readers, operators improve access control and deliver a seamless parking experience for both private and public facilities.



  • Law Enforcement & Security

    Identifying Vehicles and Enhancing Road Safety

    The car plate detection dataset helps law enforcement agencies detect stolen vehicles, monitor moving vehicles, and enforce traffic management rules. With optical character recognition for registration plates, it strengthens recognition technology used in roadside cameras and pattern recognition systems, delivering more reliable results for vehicle registrations and road safety enforcement.



  • Automotive & AI Research

    Improving Recognition Systems for Intelligent Vehicles

    Researchers use the license plate detection database to train learning models for automatic license plate recognition in autonomous driving and smart mobility projects. Since the dataset contains diverse registration plates, character segmentation, and vehicle access examples, it helps improve recognition rates at higher speeds and across challenging real-world driving conditions.



FAQs

What is France License Plate Detection Dataset used for?
It is used for license plate recognition, OCR model training, and pattern recognition tasks. The dataset supports law enforcement, parking management systems, vehicle tracking, and automatic access control in smart cities.
How was the data collected?
The dataset was built by parsing traffic video recordings under varied road and lighting conditions. This data collection method provides realistic samples for recognizing license plates in moving vehicles and urban traffic environments.
What is included in this dataset?
The license plate recognition database contains 195,445 images of French license plates with CSV annotation files. Labels include vehicle model, plain text transcription, country tag, and numbers.
Is it possible to request a custom dataset?
Yes, Unidata provides custom datasets to match your requirements. You may request specific traffic scenarios, lighting conditions, or additional vehicle registration samples for improving automatic license plate recognition systems.
Still have questions about using Unidata datasets? Read our user-guides

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