https://github.com/alessioborgi/automatic_license_plate_recognition

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.
https://github.com/alessioborgi/automatic_license_plate_recognition

deep dl image-processing learning ml object-detection ocr ocr-recognition opencv postegresql python pytorch streamlit

Last synced: 7 days ago
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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.

• Host: GitHub
• URL: https://github.com/alessioborgi/automatic_license_plate_recognition
• Owner: alessioborgi
• License: mit
• Created: 2022-03-02T21:32:03.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-09-14T12:15:58.000Z (5 months ago)
• Last Synced: 2024-12-07T02:12:08.348Z (2 months ago)
• Topics: deep, dl, image-processing, learning, ml, object-detection, ocr, ocr-recognition, opencv, postegresql, python, pytorch, streamlit
• Language: Python
• Homepage:
• Size: 39.1 MB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
# 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