基于图像识别技术的视障人士视觉辅助系统

Jundong Chen, Dezhuang Cao, Zhaoxi Wang, Qingru Lu
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引用次数: 0

摘要

近年来,随着人工智能和图像识别技术的发展,对残疾人辅助设备的开发已成为其热门应用方向之一。在本研究中,我们以STM32为核心,构建了视障人士生活环境的卷积神经网络模型,并设计了智能硬件设备。该设备还包括图像采集、距离测量、信息广播等模块,最终实现了实时播放识别对象名称、距离等信息的效果。本文介绍了设备中各模块的工作原理,为图像识别技术在盲人辅助设备中的应用提供了可行的思路。
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Visual Assistance System for the Visually Impaired people based on Image Recognition Technology
In recent years, with the development of Artificial Intelligence and Image Recognition Technology, the exploitation of assistive equipment for the disabled has become one of its popular application directions. In this research, we took STM32 as the core, build a convolutional neural network models for the living environment of visually impaired people, and designed an intelligent hardware device. The equipment also includes image acquisition, distance measurement, information broadcast and other modules, which finally realizes the effect of playing the recognition object name, distance and other information in real time. This paper introduces the working principle of various modules in the equipment, and provides a feasible idea for the application of image recognition technology in the auxiliary equipment for the blind.
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