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基于YOLOv5的新型助盲APP分析与设计

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社会的发展与多样化给人们的生活带来了很大的便捷,而对于视障群体来说,由于视觉上的缺陷,他们在复杂的新环境中独立出行存在着巨大的挑战.通过对视障群体的需求进行分析,提出了一种新的助盲产品思路,一个基于YOLOv5的新型助盲导航APP,通过摄像头进行图像识别,构建环境信息,利用语音帮助视障人士感知周围环境.此外,还提出一种优先级算法,该算法用于确定环境信息的重要性和紧迫性,以确保视障人士能够快速准确地获取相对重要的信息.
Analysis and design of a new blind assistance APP based on YOLOv5 model
The development and diversity of society have brought great convenience to people's lives.However,for those who have difficulty in visual aspects,they face great challenges in traveling independently in complex new environments.This article presents a novel concept for assisting the visually impaired:a new type of blind navigation APP based on YOLOv5,which is pro-posed after analyzing the needs of these individuals.By using image recognition through the camera,it constructs environmental in-formation and then utilizes voice assistance to help visually impaired individuals perceive their surroundings.In addition,this ar-ticle also presents a prioritization algorithm that is used to determine the importance and urgency of environmental information,en-suring that visually impaired individuals can quickly and accurately access relatively important information.

deep learningYOLOv5object detectionvisually impaired group

杨凯杰、王鑫、冉家欣、罗清阳、董雯蓓

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北京信息科技大学计算机学院,北京 102206

深度学习 YOLOv5 目标检测 视障群体

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(23)