UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Volume 11 | Issue 11 | November 2024

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Published in:

Volume 11 Issue 10
October-2024
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2410452


Registration ID:
549726

Page Number

e487-e490

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Title

Double Handed Indian Sign Language Recognition Using k-Nearest Neighbor Algorithm

Abstract

Sign Languages are a set of languages that use predefined actions and movements to convey a message. These languages are primarily developed to aid deaf and other verbally challenged people. We have taken a dataset from Double-Handed Indian Sign Language Characters image and preprocess data extract features from both the training and testing data set and used k-nearest neighbor algorithm for classification of data. It reads a set of images, extracts features, trains a classifier, and allows the user to make predictions on new images for sign language recognition. The accuracy of the model was 99.9872%.

Key Words

k-NN, Machine learning, double handed Indian sign language, English alphabets.

Cite This Article

"Double Handed Indian Sign Language Recognition Using k-Nearest Neighbor Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 10, page no.e487-e490, October-2024, Available :http://www.jetir.org/papers/JETIR2410452.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

"Double Handed Indian Sign Language Recognition Using k-Nearest Neighbor Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 10, page no. ppe487-e490, October-2024, Available at : http://www.jetir.org/papers/JETIR2410452.pdf

Publication Details

Published Paper ID: JETIR2410452
Registration ID: 549726
Published In: Volume 11 | Issue 10 | Year October-2024
DOI (Digital Object Identifier):
Page No: e487-e490
Country: Nagpur, Maharashtra, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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