探索建筑设计中文本到图像的应用:见解和启示

Zaina M. Albaghajati, Donia M. Bettaieb, Raif B. Malek
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引用次数: 0

摘要

本研究探讨了在建筑设计过程中使用人工智能的潜力,特别是文本到图像生成器。它解决了三个主要的研究问题:(1)设计师如何在建筑设计实践中利用文本到图像的生成模型?(2)从设计师的角度来看,使用文本到图像生成模型最重要的限制和潜在威胁是什么?(3)文本-图像生成模型在丰富设计过程中的作用是什么?采用定性研究方法,对16位经验丰富的建筑设计师进行了半结构化访谈,他们最近将文本到图像的生成模型纳入了他们的实践和工具包中。研究结果表明,这些模型具有增强创造力、可视化和想象力的潜力,特别是在早期设计阶段。然而,参与者也发现了困难、限制和潜在的威胁,强调需要进一步改进工具以适应建筑设计领域。本研究的结果以矩阵的形式展示,展示了建筑师和设计师在设计过程中使用的不同工具,以及在这些工具中添加的文本到图像模型。此外,使用SWOT分析总结了研究结果,概述了在建筑设计中结合文本到图像生成模型的优势、劣势、机会和威胁。这项研究将帮助建筑设计领域的设计师,包括专业人士、学者和学生,在设计项目时促进他们的创作过程,并通过促进新想法的扩展、探索和实验,使他们在专业领域更富有成效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring text-to-image application in architectural design: insights and implications

This study explores the potential of employing AI, particularly text-to-image generators, in the architectural design process. It addresses three main research questions: (1) How do designers utilize text-to-image generative models in architectural design practices? (2) From a designer's perspective, what are the most significant limitations and potential threats associated with using text-to-image generative models? (3) What is the role of text-to-image generative models in enriching the design process? Using a qualitative research method, semi-structured interviews were conducted with sixteen experienced architectural designers who had recently incorporated text-to-image generative models into their practice and toolkits. The findings reveal that these models have the potential to enhance creativity, visualization, and imagination, particularly in the early design stages. However, participants also identified difficulties, limitations, and potential threats, emphasizing the need to improve the tools further to fit the architectural design field. The results of this study are demonstrated as a matrix that illustrates the different tools used by architects and designers during the design process and the addition of text-to-image models to these tools. Moreover, the research findings are summarized using a SWOT analysis, outlining the strengths, weaknesses, opportunities, and threats associated with incorporating text-to-image generative models in architectural design. This study will help designers in the architectural design field, including professionals, academics, and students, to boost their creative process when designing projects and empower them to be more productive in their specializations by facilitating the augmentation, exploration, and experimentation of new ideas.

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