Transforming Lives: AIoT-Driven Deep Learning for Real-Time Speech Assistance for the Ophthalmologically Impaired
摘要
The paper presents the design and development of a smart glass system equipped with AI-based object detection and voice assistance, aimed at aiding visually impaired individuals in navigating their environment independently. Smart glasses use the most advanced computer vision system to detect and identify objects in real time and provide users with audio feedback about the surrounding environment. The system uses pre-trained convolutional neural network (CNN) models to process live video feedback from cameras mounted on the glasses, ensuring accurate and fast information is provided. Smart glasses combined with voice assistants can read text aloud, provide step-by-step instructions, and warn users about potential problems, improving their travel and experience. These new assistive devices are designed to improve the quality of life of the visually impaired by providing reliable and convenient tools for independent navigation and daily activities. This article describes the hardware and software of smart glasses, the implementation process, and performance evaluation.