Basic research for sugar content estimation of tomato using deep learning

Abstract

In this paper, we report on a basic study on sugar content prediction using deep learning for a tomato. The results of sugar content prediction using YOLOv3 and YOLOv5, one of the popular algorithm of object recognition, show that YOLOv5 has lower computational load and higher detection accuracy than YOLOv3.