https://github.com/sayamalt/car-license-plate-detection

Successfully established a deep learning model which can detect the license number plates of cars.
https://github.com/sayamalt/car-license-plate-detection

computer-vision convolutional-neural-networks image-recognition license-plate-detection

Last synced: 6 days ago
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Successfully established a deep learning model which can detect the license number plates of cars.

• Host: GitHub
• URL: https://github.com/sayamalt/car-license-plate-detection
• Owner: SayamAlt
• Created: 2022-11-13T10:49:26.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2022-11-13T11:05:25.000Z (about 2 years ago)
• Last Synced: 2024-11-07T12:48:10.850Z (about 2 months ago)
• Topics: computer-vision, convolutional-neural-networks, image-recognition, license-plate-detection
• Language: Jupyter Notebook
• Homepage:
• Size: 69.3 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Car-License-Plate-Detection

Successfully created a detection model which can accurately identify license plates of cars.

![Car License Plate Detection](https://www.section.io/engineering-education/license-plate-detection-and-recognition-using-opencv-and-pytesseract/hero.jpg)

![Car License Plate Detection](https://iotdesignpro.com/sites/default/files/inline-images/Number-Plate-Recognition.jpg)

![Car License Plate Detection](https://miro.medium.com/max/1023/1*dSd2kLAEm6isLHkfA6eG8Q.jpeg)

## Overview

The process of licence plate detection involves locating the area of the car that is likely to have the number plate. Identification is the process of recognising the values on the licence plate. In order to identify a licence plate from an input image of an automobile, licence plate detection and recognition technology use computer vision. There are numerous uses for this technology. It is used to identify vehicles that are infringing traffic laws on roads. In terms of security, it's utilised to record the license plate numbers of vehicles entering and leaving particular locations. It is used in parking lots to record the plate numbers of the parked cars. Its uses are countless, and the list is virtually endless. 

Security has elevated to the top of any organization's list of worries in the modern world, and automation of such security is crucial. Many of the present-day solutions, which frequently depend on a variety of limitations, are still not reliable in real-world settings. 

## About the Dataset

The dataset contains 433 images with bounding box annotations of the car license plates within the image. Annotations are provided in the PASCAL VOC format.

## Acknowledgements

If you use this dataset in your research, please credit the authors.

    BibTeX

    @misc{make ml,

    title={Car License Plates Dataset},

    url={https://makeml.app/datasets/cars-license-plates},

    journal={Make ML}}

    License

    Public domain

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    Photo by Gunnar Bjarki on Unsplash