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Experiment and Evaluation of Architectural Image Generation through Artificial Intelligence-Based Text Image Generation Tool
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AI 이미지 생성기를 통한 건축 이미지 생성 실험 및 활용성 평가

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Type
Academic journal
Author
Dong Ho Lee (Univ. of Pennsylvania) Sung Hak Ko (Yeungnam Univ.)
Journal
Korea Institute of Ecological Architecture and Environment KIEAE Journal Vol.23 No.5 (Wn.123) KCI Accredited Journals
Published
2023.10
Pages
13 - 22 (10page)
DOI
10.12813/kieae.2023.23.5.013

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Experiment and Evaluation of Architectural Image Generation through Artificial Intelligence-Based Text Image Generation Tool
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Purpose: The accelerating speed of technological advancement means that AI technology cannot be isolated from our lives. And artists have already started to exchange a lot of information about using AI image generators. By comparison, there is a lack of research on AI image generators for architecture. Therefore, to highlight the possibility of an AI image generator based on a text-to-image model for application and utilization in actual architecture, the paper proceeded with the process of testing and evaluating. Method: Based on previous research, the paper outlined a new algorithmic methodology that is divided into a concept extraction phase and an architecturalization phase to generate creative concepts and architectural images. Each process of methodology was subjected to auxiliary experiments to ensure it worked effectively, and numerous image generation experiments were conducted to analyze and generate the result of methodology. Result: It was possible to derive and evaluate meaningful analysis results that can be used for other research and new methodology. And through a feedback loop process that transforms and repeats the entire process, it was possible to create images with creative colors and shapes that can be used in actual architecture. Finally, based on the limitations and possibilities of the current technology level, the paper predicted the future prospects of AI image generators in architecture and suggested the need for related follow-up studies.
#알고리즘 #디자인 방법론 #AI 이미지 생성기 #프롬프트 #Algorithm #Design Methodology #AI Image Generator #Prompt

Contents

ABSTRACT
1. 서론
2. 선행연구고찰 및 실험방법론 구축
3. 건축 프로세스 실험 및 평가
4. 결론
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