基于yolov5的路况检测在视障辅助装置中的应用设计研究

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引用次数: 0

摘要

对于视障人士来说,户外导航一直是一个棘手的问题。随着技术的发展,新的设计正试图解决现有的内部和外部障碍,但仍然有一些痛点有待解决。在社会考虑和以用户为中心的视角下,我们在这个项目中为视障人士提供了一个创新和可持续的辅助装置设计框架。核心实现层采用Arduino,决策层采用YOLOv5算法完成目标检测任务,根据检测结果实现硬件交互。该设备成功提供了环境信息反馈、触觉铺装搜索、隐私侵犯预警等功能,将必要的视觉信息转化为听觉和触觉反馈。通过以更低的成本控制它并简化交互方法,我们的设备为更广泛的视障用户提供了必要的移动辅助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design Research on the Application of YOLOv5-based Road Condition Detection in Assistive Devices for the Visually Impaired
Outdoor navigation has long been a wicked problem for the visually impaired. With the development of technologies, new designs with them are temping to deal with existing obstacles both from within and outside, but still leaving pain points to be solved. Driven by social considerations and user-centred perspectives, we propose an innovative and sustainable design framework for assistive devices catering to the visually impaired in this project. The core implementation layer utilizes Arduino, while the decision-making layer employs the YOLOv5 algorithm for object detection tasks, enabling hardware interaction in response to the detection results. The device successfully provides features such as environmental information feedback, tactile paving search and privacy intrusion warning, transforming necessary visual information into auditory and tactile feedback. By controlling it at a lower cost and simplifying interaction methods, our device offers essential mobility assistance to a broader range of visually impaired users.
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