AIJ Journal of Technology and Design
Online ISSN : 1881-8188
Print ISSN : 1341-9463
ISSN-L : 1341-9463
Information Systems Technology
CREATION METHOD OF KOMOREBI DESIGN USING DEEP LEARNING AND EVOLUTIONARY ALGORITHM
Keita KADOJun TOBAJun MUNAKATA
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2024 Volume 30 Issue 75 Pages 1080-1084

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Abstract

This study proposes an optimization method based on qualitative scores, specifically focusing on the similarity to nature-like features. The key to the proposed method is the utilization of a deep neural network trained for classifying depth images of objects, including natural objects. An evolutionary algorithm is employed to explore the parameters of a generative algorithm to minimize the loss. A test themed on “Komorebi-like-design" demonstrated a strong correlation between the losses and the results of a paired comparison method experiment using images generated by the proposed method.

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© 2024, Architectural Institute of Japan
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