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License Plates OCR

More than 1.2 million license plates. The dataset solves detection, classification and license plate text recognition tasks

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  • Computer Vision The ability to recognize and analyze images and video
  • Data annotation The process of identifying objects in photos for training a system to recognize and interpret them
  • Detection Allocation of the bounding box object for solving computer vision problems
  • Auto The use of machine learning in the automotive industry
    1.2 million+
    images
    896,000+
    unique license plates
    33
    countries

Case Description

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Photos of cars from two sources: YouTube and PlatesMania

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Bounding Box labeling is provided for each car

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Visibility assessment, coordinates and OCR labeling for license plates

Example of the images in the dataset
Example of labeling for the images
Download sample

Application areas of the dataset

  • 01.

    Automatic License Plate Recognition:

    For parking validation, toll collection, and stolen vehicle search
  • 02.

    Road Safety System Development:

    Detecting and alerting about traffic rule violations
  • 03.

    Traffic Flow Management Systems:

    Developing and improving traffic management, predicting and optimizing road traffic flow, managing traffic lights, and predicting congestionv
  • 04.

    Access Control and Security Systems:

    Enhancing access control and security systems, automating barrier operations, controlling access to premises, and registering vehicle entry/exit

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