SIAS: Sensory Impairment Assistive Software | Chapter 16 | Leading the Charge: A Guide to Management, Entrepreneurship and Technology in the Dynamic Business Landscape Edition 1

SIAS – Sensory Impairment Assistive Software, presents an innovative application of YOLO (You Only Look Once), and CNN (Convolutional Neural Network). Through Python-based deep learning techniques, the system leverages YOLO’s speed and accuracy to identify objects within a live camera feed, providing vocal announcements to the user. Furthermore, it offers a few additional features, which include gesture-to-speech conversion to facilitate communication between the physically challenged, Text-to-speech conversion, and Image Processing. This proposes an innovative communication system framework for deaf, dumb and blind people within a single compact device.

 

Author (s) Details

 

Supriya C

Department of Information Science and Engineering, Acharya Institute of Technology, Bengaluru, Karnataka -560107, India.

 

Janavi Mahesh
Department of Information Science and Engineering, Acharya Institute of Technology, Bengaluru, Karnataka -560107, India.

 

Karan
Department of Information Science and Engineering, Acharya Institute of Technology, Bengaluru, Karnataka -560107, India.

 

Keerthana K S
Department of Information Science and Engineering, Acharya Institute of Technology, Bengaluru, Karnataka -560107, India.

 

Navyashree R
Department of Information Science and Engineering, Acharya Institute of Technology, Bengaluru, Karnataka -560107, India.

 

Please see the book here:- https://doi.org/10.9734/bpi/mono/978-93-48859-98-3/CH16