Skip to content

A web application that extracts vehicle plate numbers using Google Vision API, OpenCV, and FastAPI.

Notifications You must be signed in to change notification settings

ramahasiba/Vehicle_Plate_Number_Recognition

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

54 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Vehicle Plate Number Recognition

General Project Description

The Vehicle Plate Number Recognition project aims to develop a system that can automatically recognize the license plate numbers of authoried vehicles entering our university campus

Version 1.0

In the first version of the project, we have developed a web application that allows users to upload a vehicle photo. The application uses Google Vision API and FastAPI to recognize the plate number in the uploaded image. This version of the project is functional and has been tested successfully.

Demo

[1] Main Page: Upload a vehicle picture.

image

[2] Click on "Predict Plate Number" button to start prediction

image

[3] The Plate Number is displayed under the photo.

image

Future Development

We plan to continue developing this project by integrating it with our university's security system to automatically allow authorized vehicles to enter the campus. We also plan to implement real-time video recognition for improved accuracy and speed. Stay tuned for future updates!

About

A web application that extracts vehicle plate numbers using Google Vision API, OpenCV, and FastAPI.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •