uxhamzah / -automatic-plate-number-recognition-in-flask

ANPR-Chroma

Deployment of ANPR model using flask

Flask is a web application framework written in Python.

• I have deployed the project of LicensePlateDetector using Flask as an api. This is an easy and quick way to see your models in production.

Number Plate Recognition System :

An application to recognise the number plate from a given image of a car and verify it from a local database. The application can be used for many purposes like suveillance,security checks etc.

Setup

1. Clone the repository
2. Create virtual env.
   On windows you could do something like: py -m venv env
   On macOS and Linux: python3 -m venv env
   {{ Activate the virtual environment env }}
3. Install the needed modules using: pip install -r requirements.txt
4. Run run.py in ANPR_Chroma folder (Make sure Apache server is running)
5. Go to localhost:5000 to see your application in action. (Port 5000 has been configured in run.py)

Note:

• File run.py is to run flask application, if you want to test main licence plate recognition program - check product.py
• Make sure to add your own 2 databases in "init.py" directory before running flask application, and update your database path here
  If you get any issues ask me here

Built With

• Python3.7 -One of the most popular programming language
• OpenCV(V2.0.0) - Open Source Computer Vision Library
• Flask - Web application framework written in Python
• SQLite -Used for designing and manipulating of database

Author - Aryan Bindal

ScreenShots :)

• Home Page

• A little Description

• If you try to login with unregistered account

• Registration of new checkPost

• Now login again

• Home page after checkPost login

• You can see and update current CheckPost's account

• It's time to upload your vehicle's image and if your vehicle is not registered it will look like this

• And if your vehicle is not registered a mail is send to higher authority

Note: For Gmail services to work -
Write your google account's password here
You have to turn off "2 step verification" and turn off "Less secure app access" from your google account settings

• now driver need to register the vehicle

• If registration is successfull then a mail is send to driver

• Vehicle is registered now

• When everything is done and CheckPost wants to logout

• If you try to login an already registered account of CheckPost

-Automatic-Plate-Number-Recognition-in-flask