Lightweight Deep Learning based Intelligent Mobile Augmented Reality

PubDate: December 2021

Teams: ETRI

Writers: Jong Gook Ko; Suwoong Lee; Seungjae Lee; Juwon Lee

PDF: Lightweight Deep Learning based Intelligent Mobile Augmented Reality

Abstract

Recently augmented reality technology is developing from simply displaying virtual objects in the real world to technologies that realistically fuse with real information. This paper introduces intelligent mobile AR technology that provides object and scene information by utilizing lightweight object detection and scene segmentation techniques operable in mobile phones. We provide object detection and scene segmentation capabilities with effective model structure improvements and model compression-based deep learning models for lightweight deep-learning models.In addition, we have made intelligent demonstration contents based on ARCore to provide object and scene information as well as display simple virtual objects.