UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 8
August-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2108194


Registration ID:
313737

Page Number

b524-b528

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Title

A Mobile Application For Handwritten Text Recognition

Abstract

In this pandemic, one of the sectors which have been affected the most is the educational sector where students are required to attend lectures online and submit handwritten assignments. Students need to scan these handwritten assignments with the help of pdf scanners. Teachers need to maintain online records of each PDF submitted by students. It’s very cumbersome for the teachers to grade the assignments via pdf. Here the solution to convert the handwritten documents to text comes into the picture. It is an arduous task that requires a lot of data to train the model. This project focuses on algorithms including CNN, RNN, and CTC. The only way in which people can take an advantage of this project is by rolling out an android application. The hardship of this project comprises of different handwritings of each individual. Other applications include preserving manuscripts, editing a written letter into text. Accuracy varies upon the writing style of an individual. Accuracy might be low in case of shabby handwriting and would even touch a perfect score if written neatly.

Key Words

Pattern recognition, Handwritten documents recognition, Convolutional Neural Networks (CNN), Recurrent neural network (RNN), Connectionist Temporal Classification (CTC), Deep Learning.

Cite This Article

"A Mobile Application For Handwritten Text Recognition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 8, page no.b524-b528, August-2021, Available :http://www.jetir.org/papers/JETIR2108194.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A Mobile Application For Handwritten Text Recognition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 8, page no. ppb524-b528, August-2021, Available at : http://www.jetir.org/papers/JETIR2108194.pdf

Publication Details

Published Paper ID: JETIR2108194
Registration ID: 313737
Published In: Volume 8 | Issue 8 | Year August-2021
DOI (Digital Object Identifier):
Page No: b524-b528
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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