This paper presents a deep learning‐based face recognition device. It aims to instantly remind users of the identities of those who they met before in parties or conferences. When greeted, one, who is correctly identified, may frequently feel more respected than another who is mistaken for someone else in the first place. The golden rule suggests one to treat others with respect, and then others will treat the one with respect in return. Empirically, making others feel respected can definitely facilitate communication among people for social and particularly business purposes. For this sake, this paper employed a pair of smart glasses as a hardware platform into which a deep learning‐based multi‐task cascaded convolutional networks and a FaceNet algorithm were integrated. This move provided a high face recognition accuracy and a strong robustness. In the end, this smart device as intended recognized captured images and displayed the identities of matched contacts in a face image database. Hopefully, this proposal can be applied to a wide diversity of fields. © 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.

中文翻译：

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使用基于深度学习的面部识别技术的社交目的智能提醒

本文提出了一种基于深度学习的人脸识别设备。它旨在立即提醒用户他们在聚会或会议上认识的人的身份。受到欢迎时，一个被正确识别的人可能经常比另一个被误认为其他人的人更受尊敬。黄金法则建议，一个人要尊重别人，然后别人会尊重别人。从经验上讲，让他人感到受尊重绝对可以促进人与人之间出于社交目的，尤其是商业目的的沟通。为此，本文采用了一对智能眼镜作为硬件平台，将基于深度学习的多任务级联卷积网络和FaceNet算法集成到其中。此举提供了很高的面部识别精度和强大的鲁棒性。最后，该智能设备将按预期方式识别捕获的图像并在面部图像数据库中显示匹配的联系人的身份。希望该提案可以应用于广泛的领域。©2020日本电气工程师学会。由Wiley Periodicals LLC发布。