UGC Approved Journal no 63975(19)

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

Volume 10 Issue 7
July-2023
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2307726


Registration ID:
521846

Page Number

h219-h224

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Title

HANDWRITTEN CHARACTER RECOGNITION FROM IMAGE USING AI

Abstract

Truly created digit attestation has beginning late been of very vitality among the analysts in light of the movement of different Machine Learning, Deep Learning and Computer Vision estimations. In this report, I consider the results of verifiably the most generally utilized Machine Learning Algorithms like SVM, KNN and RFC and with Deep Learning calculation like multilayer CNN utilizing Keras and Tensorflow. Utilizing these, I had the choice to get the accuracy of 99.70% utilizing CNN (Keras) when veered from 97.91% utilizing SVM, 98.00% utilizing KNN, 98.10% utilizing RFC

Key Words

image processing, handwritten character Recognition, artificial intelligence, Tensorflow, Convolutional neural networks(CNN), MNIST Benchmark Database

Cite This Article

"HANDWRITTEN CHARACTER RECOGNITION FROM IMAGE USING AI", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 7, page no.h219-h224, July-2023, Available :http://www.jetir.org/papers/JETIR2307726.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

"HANDWRITTEN CHARACTER RECOGNITION FROM IMAGE USING AI", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 7, page no. pph219-h224, July-2023, Available at : http://www.jetir.org/papers/JETIR2307726.pdf

Publication Details

Published Paper ID: JETIR2307726
Registration ID: 521846
Published In: Volume 10 | Issue 7 | Year July-2023
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.35357
Page No: h219-h224
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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