Open AccessHand Gesture Vocalizer for Dumb and Deaf People
Author(s) -
Sanish Manandhar,
Sushana Bajracharya,
Sanjeev Karki,
Ashish Kumar Jha
Publication year - 2019
Publication title -
scitech nepal
Language(s) - English
Resource type - Journals
ISSN - 2091-1742
DOI - 10.3126/scitech.v14i1.25530
Subject(s) - accelerometer , arduino , wearable computer , computer science , gesture , wired glove , flex , controller (irrigation) , computer hardware , computer vision , signal (programming language) , movement (music) , artificial intelligence , speech recognition , embedded system , acoustics , telecommunications , programming language , physics , agronomy , biology , operating system
The main purpose of this paper is to confer the system that converts a given sign used by disabled person into its appropriate textual, audio, and pictorial form using components such as Arduino Mega, Flex sensors, Accelerometer, which could be under standby a common person. A wearable glove controller is design with fl ex sensors attached on each finger, which allows the system to sense the finger movements, and aGy-61 accelerometer, which are uses to sense the hand movement of the disabled person. The wearable input glove controller sends the collected input signal to the system for processing. The system uses Random forest algorithm to predict the correct output to an accuracy of 85% on current training model.