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...

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Bibliographic Details
Published in:	2024 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
Language:	English
Published:	IEEE 16-02-2024
Subjects:	CNN Entrepreneurship Face recognition Object recognition OpenCV Task analysis Tensor flow Visualization Visualizer YOLOV3
Online Access:	Get full text
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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