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引用次数: 1
摘要
近年来,目标检测技术有了很大的发展。提出并实现了许多能够实现实时目标检测的目标识别算法。这种技术被广泛应用于各个领域。本文讨论了如何应用目标检测技术来支持视障人士的户外运动。我们提出的系统将在用户移动时检测用户所处的环境。根据检测结果,我们的系统将帮助用户避开道路上的潜在危险。在本文中,我们着重讨论了在设计这样一个系统时可能出现的问题。这种系统将集成必要的技术来实现辅助功能。在本文中,我们使用了YOLOv5, RICOH R Development Kit(360度摄像头),Google map来组成我们的系统。
A Navigation System for Visual Impaired People Based on Object Detection
Object detection technology has a great development in recent years. Many object recognition algorithms which can realize real-time object detection are proposed and implemented. Such technology is wildly used in various fields. In this paper, we discuss how to apply the object detection technology to support the outdoor movements of visual impaired people. Our proposed system will detect the users’ environment when the users are moving. According to the detecting result, our system will help users to avoiding potential dangers on their paths. In this paper, we focus on discussing the possible problems when we design such a system. Such kind of system will integrate the necessary technologies to realize the assistant function. In this paper, we use YOLOv5, RICOH R Development Kit (360-degree camera), Google map to compose our system.