Aid for Visually Challenged People

The study discusses the design of a device for the visually impaired, that informs the subject of the nature and distance of the object in front of them via auditory cues. Tasks enabled are reading or identifying objects, analysing ambient environment, identifying an emotion on the face of a person...

Full description

Saved in:
Bibliographic Details
Published in2024 IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE) pp. 397 - 400
Main Authors GK, Dayananda, J G, Sreerama Samartha, M, Vayusutha, Acharya, Savitha, M, Sindhu Shenoy, Rai, Yashika R, D, Disha, Vaishnavi, Shet, Sapna M
Format Conference Proceeding
LanguageEnglish
Published IEEE 16.02.2024
Subjects
CNN
Entrepreneurship
Face recognition
Object recognition
OpenCV
Task analysis
Tensor flow
Visualization
Visualizer
YOLOV3
Online AccessGet full text

Cover

More Information
Summary:The study discusses the design of a device for the visually impaired, that informs the subject of the nature and distance of the object in front of them via auditory cues. Tasks enabled are reading or identifying objects, analysing ambient environment, identifying an emotion on the face of a person in close proximity. Results of prediction score of 0.75 and 0.80 respectively are obtained. Face recognition of listed people are is with a best accuracy of 90.05% and that of objects has been 97%respectively with test case cohorts of batches of 10 instances each.
DOI:10.1109/ICWITE59797.2024.10503307