Study on Style of Kawaii Fashion (14th Report)： Construction of Harajuku-type Kawaii Fashion Model by Deep Learning

摘要

This manuscript focuses on our first trial to constructHarajuku-type kawaii fashion model. We constructed binaryclassification models by inputting 114 fashion images intodeep convolutional neural network (CNN) with differentparameter setting for algorithm and rotation range as dataaugmentation technique. Out of the nine constructed models,we obtained a model that can perform the classification with high performance, which confirms the possibility to classifyHarajuku-type kawaii fashion images by the deep learning.In our future work, we will continue to investigate varioustechniques to improve our method for model construction.