Real-Time Plate Number Detection OpenCV Python Source Code

The Real-Time Plate Number Detection OpenCV Python is a deep learning system which focus mainly on detecting registration plate number of a vehicle.

Further, this Real-Time Plate Number Detection in Python with the used of the powerful library namely OpenCV or simply stands for Computer Vision is a one of the best project which has been develop to help agencies in detecting plate number of a vehicle.

Importance of Real-Time Plate Number Detection OpenCV

The importance of Real-Time Plate Number Detection these could be one of the main solution for knowing license plate of a vehicle which can detect it on a real time way which can help caught an illegal activity such as riding in tandem and hit and run accidents on high ways.

Project Details and Technology:

Project Name:Real-Time Plate Number Detection Project In Python With Source Code
AbstractPlate Number Detection Python OpenCV – Real-time detection and recognition of license plates
Language/s Used:Python Deep Learning
Python version (Recommended):3.8/3.9
Type:Desktop Application
Developer:Source Code Hero
Real-Time Plate Number Detection Project In Python – Project Information

Real-Time Plate Number Detection OpenCV Python : About the project

License Plate Recognition is an image-processing technology used to identify vehicles by their license plates. This project was developed using Python OpenCV. This technology is employed in a variety of security and traffic-related applications.

The Plate Number Detection OpenCV Python program is designed to recognize license plate numbers. We will use OpenCV to recognize number plates and Python pytesseract to extract characters and numbers from the number plates in order to detect license number plates.

This system also includes a downloadable Python Project With Source Code for free, just find the downloadable source code below and click to start downloading.

By the way, if you are new to python programming and you don’t have any idea what Python IDE to use, I have here a list of Best Python IDE for Windows, Linux, Mac OS for you. Additionally, I also have here How to Download and Install Latest Version of Python on Windows.

To start executing a Real-Time Plate Number Detection OpenCV Python With Source Code, make sure that you have installed Python in your computer.

Real-Time Plate Number Detection OpenCV Python With Source Code : Steps on how to run the project

Time needed: 5 minutes

These are the steps on how to run Real-Time Plate Number Detection OpenCV Python With Source Code

  • Step 1: Download Source Code

    First, download the provided source code below.
    plate number detection download source code

  • Step 2: Extract File

    Next, after the download finished extract the zip file.
    plate number detection extract file

  • Step 3: Import the project to your PyCharm IDE.

    Next, import the source code you’ve download to your PyCharm IDE.
    plate number detection open project

  • Step 4: Install all Libraries.

    Next, install all libraries given below.
    plate number detection import libraries

  • Step 5: Open cmd.

    Next, click the folder directory of the project and type cmd.
    plate number detection open cmd

  • Step 6: Run Project.

    last, run the project with the command “py”
    plate number detection run project

Download Source Code below


In this article, we have developed a deep learning project to recognize license number plate. We discussed some important features of OpenCV like Gaussian blur, Sobel operators, Morphological transformations. The application detects number plate text from an image. We have identified and cleaned the number plate using openCV. To identify the number plate digits and characters we used pytesseract.


If you have any questions or suggestions about Real-Time Plate Number Detection OpenCV Python With Source Code, please feel free to leave a comment below.

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