Optical Character Recognition

What you will learn

Write codes to extract text from images

Write codes to extract text from images in different languages

Practically understand how text extraction works

Use few lines of codes to do text mining from images

Description

Hello future developers, welcome to the course on text extraction using the power of computers, thus Optical Character Recognition( OCR).

Do you want to extract text from an image for personal or commercial purposes without having to pay for expensive software or online services? This course is for you if you answered, Yes because, you will learn to build your very own OCR program in python.

With EasyOCR, the power of artificial intelligence is just a python code away(a few lines of code).

EasyOCR, comes with great methods that will help us extract text from images as easily as making pie without the need for sophisticated technologies.


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EasyOCR comes with options to other use the Graphical Processing Unit (GPU) of their computer or coders can use the normal Central Processing Unit (CPU) of their computers to extract images from images fed to the code.

In this course, we will use easyOCR, a python package that can help us to extract texts from images with just a few lines of code.

We will learn to use some computer vision methods from openCV to help us overlay text on our images, kinda tagging our text based on a region/ bounding box for which a particular text is located on an image.

English
language

Content

Introduction

Introduction
Quotes

Python installation & Download

Installing Python and IDE’S
Quotes

Installing and Importing Packages

Installing and Importing Packages
Quotes

Single Text Extraction-Exercise-2

Single Text Extraction
Quotes

Text Extraction-Exercise

Text Extraction-Exercise
Quotes

Text Overlay Setup-Exercise 4

Text Overlay Setup-Exercise 4
Text Overlay-Exercise-5
Quotes

Extract Chinese Text Exercise

Extract Chinese Text Exercise-6
Quotes

Extract Multiple Text

Extract Multiple Text-Exercise-7
Quotes

Multiple Languages Texts Extraction

Multiple Languages Texts Extraction-8
Quotes

Paragraph Method-Exercise-9

Paragraph Method-Exercise-9
Quotes