广东东软学院本科毕业设计（论文）基于 MobileNet-V2 眼镜虚拟试戴Base on MobileNet-V2 Virtual glasses to try摘要随着互联网的不断发展，人们在商品时的选择变得不再单一，可以在实体店中购买，也可以在网上购买，网上购买商品成为更多人的选择，虚拟试戴技术应运而生。在当今社会全球近视患者占全球人口比例达到 22%，中国是近视眼患病大国，近视人群比例达到47%，眼镜成为拯救近视患者的方法之一。基于这一现状人们对于眼镜的需求量是巨大的。根据产品销售的区域特性，某些地区的人们难以在实体店中购买到自己心仪的眼镜，但在网上购买眼镜亦受到无法试戴的困扰，造成认知偏差，产生大量退货的情况。运用虚拟试戴技术可以极大程度上减小用户对产品外观适配的偏差，虚拟试戴技术在未来的互联网时代将有巨大的发展空间，也将促进计算机视觉方面的快速发展。本文以特征点回归为基础，通过深度学习神经网络训练，得到模型用来回归产生人脸双眼的坐标。计算双眼坐标的倾斜角度，根据仿射变换将图片旋转，将眼镜与人脸进行图片融合实现动态的虚拟试戴。关键词：特征点回归；眼镜虚拟试戴；图片融合；仿射变换广东东软学院本科毕业设计（论文）AbstractWith the continuous development of the Internet, people's choice of commodities has become no longer single, they can buy in physical stores or online. Online shopping of various products has become the choice of more people, and virtual trial technology emerges at the right moment. In today's society, the proportion of myopia patients in the world is up to 22% of the world's population, China is a major country with myopia disease, and the proportion of myopia people reaches 47%.Glasses has become one of the ways to save myopia patients. The demand for glasses is huge. According to the regional characteristics of product sales, it is difficult for people in some areas to buy their favorite glasses in physical stores. However, when buying glasses online, they are also troubled by the inability to try them on, resulting in cognitive bias and a large number ...
