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Published in:

Volume 7 Issue 7
July-2020
eISSN: 2349-5162

Unique Identifier

JETIR2007418

Page Number

940-948

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Title

REAL TIME ASSISTIVE INTERPRETER FOR DEAF COMMUNITY OVER MACHINE LEARNING

ISSN

2349-5162

Cite This Article

"REAL TIME ASSISTIVE INTERPRETER FOR DEAF COMMUNITY OVER MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 7, page no.940-948, July 2020, Available :http://www.jetir.org/papers/JETIR2007418.pdf

Abstract

Sign Language research field based on real time hand gestures called sign samples and recognition unit of computer. The sign language is the only way to used for deaf and dumb community communication platform. In this system, we are working on the American Sign Language (ASL) dataset (A-Z) alphabet recognition followed by our word recognition dataset of Indian Sign Language (ISL). Sign data samples to be making our system more accurate with help of Convolutional Neural Network (CNN). Today, much research has been going on the field of sign language recognition but existing study failed to develop trust full communication interpreter. The purpose of this system is to represent a real time two way communication interpreter based on Indian Sign Language (ISL) with higher accuracy. Indian Sign Language (ISL) used by Deaf peoples community in India, does have acceptable, meaningful essential and structural properties.

Key Words

Artificial Neural Network, Indian Sign Language, Hand Gesture Recognition, Deaf community

Cite This Article

"REAL TIME ASSISTIVE INTERPRETER FOR DEAF COMMUNITY OVER MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp940-948, July 2020, Available at : http://www.jetir.org/papers/JETIR2007418.pdf

Publication Details

Published Paper ID: JETIR2007418
Registration ID: 235710
Published In: Volume 7 | Issue 7 | Year July-2020
DOI (Digital Object Identifier):
Page No: 940-948
ISSN Number: 2349-5162

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Cite This Article

"REAL TIME ASSISTIVE INTERPRETER FOR DEAF COMMUNITY OVER MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp940-948, July 2020, Available at : http://www.jetir.org/papers/JETIR2007418.pdf




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