[12E] Tele-immersion(OS)

[12E-03] Development of augmented reality system based on machine learning

○Chanayot Sittidetchanchai¹, Tetsuro Ogi¹ (1.Keio University)

Creating markerless system for augmented reality is quite a difficult task. Though the usage of multiple pictures is often applied to create the markerless AR system, this method is affected by the change of background or lighting conditions. In this research, AI technology of machine learning was applied to recognize the object instead of the marker for AR system. Particularly, in this study, visual recognition function in IBM Bluemix was used for the machine learning. By connecting the mobile device to the cloud computer of IBM Bluemix, heavy calculation load of machine learning can be performed and the AR system based on the machine learning can be constructed. This paper will discuss about various element affecting the creation of the machine learning based AR system, and also includes experiment testing the recognition percentage as well as a demo program.