增强现实与机器学习在高校信息化建设中的应用

Application of Augmented Reality and Machine Learning in the Information Construction of University

传统网站采用单向传播模式,所包含的多媒体信息以二维方式展示,缺乏空间感和沉浸式体验,导致富媒体建设不足,交互性差。融合增强现实与机器学习技术,在Unity3D环境下,采用ARFoundation,ARCore和TensorFlowSharp设计了具备平面识别、图片识别、物体识别和命令交互等功能的应用。介绍了应用的技术方案,详细论述了实现步骤。测试表明应用提供了具备三维虚拟融合显示和自然交互方式的富媒体,给用户带来了空间沉浸感和良好的交互体验。新的信息化建设方法激发了用户访问网站的兴趣和主动性。

The website is a window for the information construction of university.Traditional website uses one-to-many communication way,multimedia in-formation contained is displayed in two-dimensional mode,which lacks the sense of space and immersive experience,resulting in insufficient construction of rich media and poor interaction.By combining augmented reality and machine learning technology,under the integrated development environment of Unity3 D,ARFoundation,ARCore and TensorFlowSharp are adopted to design applications with functions of image recognition,plane recognition,object recognition and command interaction.The technical scheme is introduced,and the realization processes are discussed in detail.Test shows that the applications provide rich media with three-dimensional virtual-fusion display and natural way of interacting,which bring space immersion and good interactive experience to users.New information construction method stimulates the interest and initiative of users and has practical guiding significance for the further information construction of university.