Host: The Japanese Society for Artificial Intelligence
Name : The 37th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 37
Location : [in Japanese]
Date : June 06, 2023 - June 09, 2023
The purpose of this study is to develop an educational application for children to identify recyclable resources from waste images taken by mobile terminals. CNN-based transfer learning was used in the classification of images taken from actual household waste. We developed the original dataset ``STE'' and compared to TrashNet dataset. The classification accuracy varied depending on the types of waste, where ``paper'' or ``plastic'' waste was found to have relatively high accuracy in our STE dataset, particularly after background removal.