Real-Time Text Detection OpenCV Python With Source Code

Real-Time Text Detection OpenCV Python With Source Code

The Text Detection OpenCV Python was developed using Python OpenCV, In this tutorial you will learn how to use OpenCV to detect text in real-time using web-camera. Text Detector Using OpenCV Python is a deep learning model, based on a novel architecture and training pattern.

A Text Detection OpenCV In Python you will learn how to use OpenCV’s EAST detector to automatically detect text in both images and video streams. In this tutorial, you will learn how to use OpenCV to detect text in images using the EAST text detector.

The EAST text detector requires that we are running OpenCV on our systems — if you do not already have OpenCV or better installed, please refer to my OpenCV install guides and follow the one for your respective operating system

In this Python OpenCV Project 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 know what would be the the Python IDE to use, I have here a list of Best Python IDE for Windows, Linux, Mac OS that will suit for you. I also have here How to Download and Install Latest Version of Python on Windows.

To start executing Real-Time Text Detection OpenCV Python With Source Code, make sure that you have installed Python 3.9 and PyCharm in your computer.

Real-Time Text 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 Text Detection OpenCV Python With Source Code

  • Step 1: Download the given source code below.

    First, download the given source code below and unzip the source code.
    text detection download source code

  • Step 2: Import the project to your PyCharm IDE.

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

  • Step 3: Run the project.

    last, run the project with the command “py main.py”
    text detection run project

Installed Libraries

Complete Source Code

 

Output

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Download Source Code below

Summary

In this article, Text detection deals with detecting presence of the text in the input image or real-time, whereas text localization localizes position of the text and forms groups of text regions by eliminating maximum of the background. Text detection and localization process is performed using connected component analysis or region based methods.

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