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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
"A Hand gesture enabled service for the disabled using Deep Learning".
Authors
Atharva Bansode, Faraj Mulani, Fazila Sayed, Iramsabah Syed, Ishwari Raskar
Keywords
HOG (Histogram of Gradient), ANN (Artificial Neural Network), Mat lab, Voice replay kit.
Abstract
We often encounter people facing ailments such as hearing loss and blindness. You have trouble interacting with others. All the technologies developed so far are sensor-based and do not offer generalized solutions. This article describes a new technique for sensorless virtual communication. An image processing technique called histogram of gradients (HOG) and an artificial neural network (ANN) were used to train the system. A webcam is used to capture images of various gestures that are used as inputs to Mat Lab. The software recognizes the images and identifies core pending narrations to be played using the narration kit. This document describes two-way communication between deaf, blind, and sighted people. This means that the proposed system can convert sign language into text and speech.
IJCRT's Publication Details
Unique Identification Number - IJCRT2305008
Paper ID - 235722
Page Number(s) - a47-a56
Pubished in - Volume 11 | Issue 5 | May 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Atharva Bansode, Faraj Mulani, Fazila Sayed, Iramsabah Syed, Ishwari Raskar, ""A Hand gesture enabled service for the disabled using Deep Learning".", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 5, pp.a47-a56, May 2023, Available at :http://www.ijcrt.org/papers/IJCRT2305008.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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