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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM57106

NETRA: Smart Glasses

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM57106

Volume:

10 |

2 |

Feb 2026

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
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Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

PMSH

Prof. Mr. Swapnil Harale

DJ

Divya Jain

AL

Adityaraj Lokhande

VP

Vaishnavi Patil

VP

Varad Pujari

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Abstract

Visual impairment poses significant challenges to independent mobility and environmental awareness. Traditional assistive tools such as white canes provide limited information and lack real-time contextual understanding. With advancements in Artificial Intelligence, Computer Vision, and wearable technologies, intelligent assistive systems can enhance the safety and independence of visually impaired individuals. This paper presents NETRA Smart Glasses, an AI-based wearable assistive device designed to provide real-time object detection, obstacle avoidance, depth estimation, and voice-based guidance. The system uses a camera-mounted smart glasses setup to capture live visual data, which is processed using deep learning models such as YOLOv8 for object detection and depth estimation techniques for distance measurement. The processed information is conveyed to the user through an audio interface using speech synthesis. The proposed system integrates computer vision, natural language processing, and embedded systems to deliver an interactive and hands-free assistive solution. NETRA Smart Glasses aim to improve mobility, safety, and situational awareness for visually impaired users while maintaining portability, low cost, and offline functionality. The system demonstrates how AI-driven wearable technology can be effectively applied in assistive healthcare and accessibility domains.

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Cite This Article

Prof. Mr. Swapnil Harale, Divya Jain, Adityaraj Lokhande, Vaishnavi Patil, Varad Pujari, "NETRA: Smart Glasses," International Journal of Scientific Research in Engineering and Management, vol. 10, no. 2, Feb 2026.

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Publication Date

1/2/2026

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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