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Optical Character Recognition using Artificial Intelligence

by Shreshtha Garg, Kapil Kumar Gupta, Nikhil Prabhakar, Amulya Ratan Garg, Aayush Trivedi
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 179 - Number 31
Year of Publication: 2018
Authors: Shreshtha Garg, Kapil Kumar Gupta, Nikhil Prabhakar, Amulya Ratan Garg, Aayush Trivedi
10.5120/ijca2018916390

Shreshtha Garg, Kapil Kumar Gupta, Nikhil Prabhakar, Amulya Ratan Garg, Aayush Trivedi . Optical Character Recognition using Artificial Intelligence. International Journal of Computer Applications. 179, 31 ( Apr 2018), 14-20. DOI=10.5120/ijca2018916390

@article{ 10.5120/ijca2018916390,
author = { Shreshtha Garg, Kapil Kumar Gupta, Nikhil Prabhakar, Amulya Ratan Garg, Aayush Trivedi },
title = { Optical Character Recognition using Artificial Intelligence },
journal = { International Journal of Computer Applications },
issue_date = { Apr 2018 },
volume = { 179 },
number = { 31 },
month = { Apr },
year = { 2018 },
issn = { 0975-8887 },
pages = { 14-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume179/number31/29193-2018916390/ },
doi = { 10.5120/ijca2018916390 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:57:06.244536+05:30
%A Shreshtha Garg
%A Kapil Kumar Gupta
%A Nikhil Prabhakar
%A Amulya Ratan Garg
%A Aayush Trivedi
%T Optical Character Recognition using Artificial Intelligence
%J International Journal of Computer Applications
%@ 0975-8887
%V 179
%N 31
%P 14-20
%D 2018
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This is a complete Optical Recognition System using artificial intelligence. In this paper we have dealt with words and character detection. The OCR system that will train itself and help in extracting text from any image by using neural networks and back propagation techniques. Earlier we had to store data in a DATABASE while performing operations but with this we will be able to train our systems. We will have to store only a limited amount of data and the software will self train itself for future entries.

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Index Terms

Computer Science
Information Sciences

Keywords

OCR Artificial Intelligence Neural Network. Feature extraction.

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