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arXiv 2311.03395cs.HCcs.AI
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Newvision:一款借助深度学习帮助盲人的应用

Newvision: application for helping blind people using deep learning

Kalasalingam Academy of Research and Education(卡拉萨林根研究与教育学院)

Kumar Srinivas Bobba, Kartheeban K, Vamsi Krishna Sai Boddu, Vijaya Mani Surendra Bolla, Dinesh Bugga

AI总结:

本研究开发了一款名为Newvision的视障辅助头戴设备,结合计算机视觉、超声波测距、语音识别等技术,支持语音交互并提供环境信息与导航,助力视障人士更独立地生活。

摘要:

作为身体健全的人,我们常常将拥有视力视为理所当然。但对于视障人士而言,视力障碍会对他们的日常生活造成重大影响。我们正在开发一款专属头戴设备,帮助视障人士在周边环境中导航、识别物体与人物、阅读文本以及躲避障碍物。这款头戴设备将结合计算机视觉、超声波传感器距离估算、语音识别以及语音助手技术,为用户提供周边环境的实时信息。用户可通过语音命令与头戴设备交互,例如说出“那是什么?”来识别物体,或说出“导航到前门”来寻找路线。随后,头戴设备会向用户提供物体的语音描述,或口头导航指令。我们认为,这款头戴设备有望为视障人士的生活带来重大改变,帮助他们更独立地生活,更充分地参与社会活动。

英文摘要:

As able-bodied people, we often take our vision for granted. For people who are visually impaired, however, their disability can have a significant impact on their daily lives. We are developing proprietary headgear that will help visually impaired people navigate their surroundings, identify objects and people, read text, and avoid obstacles. The headgear will use a combination of computer vision, distance estimation with ultrasonic sensors, voice recognition, and voice assistants to provide users with real-time information about their environment. Users will be able to interact with the headgear through voice commands, such as ''What is that?'' to identify an object or ''Navigate to the front door'' to find their way around. The headgear will then provide the user with a verbal description of the object or spoken navigation instructions. We believe that this headgear has the potential to make a significant difference in the lives of visually impaired people, allowing them to live more independently and participate more fully in society.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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