A.I Based Hand Gesture Speaking System for Dumb People

Mayur Dighe; Manthan Jadhav; Pavan Tamnar; Abhishek Kote

A.I Based Hand Gesture Speaking System for Dumb People

June 2023

Vol-9, Issue-3

Paper ID: 20722

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Mechanical Engineering

Keywords

Sign Language Recognition Convolutional neural network Image Processing Edge Detection Hand Gesture Recognition

Abstract

Sign language is the only tool of communication for the person who is not able to speak and hear anything. Sign language is a boon for the physically challenged people to express their thoughts and emotion. In this work, a novel scheme of sign language recognition has been proposed for identifying the alphabets and gestures in sign language. With the help of computer vision and neural networks we can detect the signs and give the respective text output.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Mayur Dighe	Pravara Rural Engineering College Loni
2	Manthan Jadhav	Pravara Rural Engineering College Loni
3	Pavan Tamnar	Pravara Rural Engineering College Loni
4	Abhishek Kote	Pravara Rural Engineering College Loni

How to Cite

Use the following formats to cite this article in your research.

APA Style

Dighe, Mayur, Jadhav, Manthan, Tamnar, Pavan, & Kote, Abhishek (2023). A.I Based Hand Gesture Speaking System for Dumb People. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 3650-3654.

MLA Style

Dighe, Mayur, et al. "A.I Based Hand Gesture Speaking System for Dumb People." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 3650-3654.

IEEE Style

Mayur Dighe, Manthan Jadhav, Pavan Tamnar, and Abhishek Kote, "A.I Based Hand Gesture Speaking System for Dumb People," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 3650-3654, 2023.

Vancouver Style

Dighe Mayur, Jadhav Manthan, Tamnar Pavan, Kote Abhishek. A.I Based Hand Gesture Speaking System for Dumb People. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):3650-3654.

Harvard Style

Dighe, Mayur, Jadhav, Manthan, Tamnar, Pavan, & Kote, Abhishek (2023) 'A.I Based Hand Gesture Speaking System for Dumb People', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 3650-3654.

Chicago Style

Dighe, Mayur, et al. "A.I Based Hand Gesture Speaking System for Dumb People." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 3650-3654.

Turabian Style

Dighe, Mayur, et al. "A.I Based Hand Gesture Speaking System for Dumb People." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 3650-3654.