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A comprehensive system for detecting and recognizing license plates in real-time, combining image processing, object detection, and optical character recognition (OCR) to provide an accurate and efficient solution for automatic license plate recognition, with also double GUI, both for the Security Manager and for the Car User.

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alessioborgi/Automatic_License_Plate_Recognition

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Automatic License Plate Recognition (ALPR)

Copyright © 2022 Alessio Borgi, Martina Doku, Giuseppina Iannotti

PROJECT SCOPE: Automatic License Plate Recognition of a given Car Image/Video through a CNN(Convolutional Neural Network) dedicated to Companies that would like to keep track and automatize gate accesses.

PROJECT RESULTS:

  • Recognition inputs based on Images, Pre-Registered Videos, and Live-Videos.
  • License Plates recognition and validation through PostgreSQL Database query.
  • Customer GUI to inform the users about the recognition status (in Streamlit).
  • Company Manager GUI to control Company Building accesses (in Streamlit).
  • Employee's work hours registration.

PROJECT REPOSITORY: https://github.com/alessioborgi/Automatic_License_Plate_Recognition

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A comprehensive system for detecting and recognizing license plates in real-time, combining image processing, object detection, and optical character recognition (OCR) to provide an accurate and efficient solution for automatic license plate recognition, with also double GUI, both for the Security Manager and for the Car User.

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