Abstract
This study explores emotionally oriented architectural design based on the Stable Diffusion generative model and creates spatial renderings that satisfy the emotional need for “relaxation” through AI generative technology. As the pressure of modern life increases, people's demand for spaces that relieve anxiety and enhance their sense of well-being is rising. This study utilizes the association between emotional vocabulary and architectural design elements to construct an emotion-driven design model and achieves precise control of details through ControlNet and LoRA. The study results show that AI-generated design provides architects with a flexible and efficient design tool that can better satisfy emotional needs based on guaranteeing functionality, and provides a new practical reference for effective architectural design.
Keywords
Artificial Intelligence Generated Content, Relaxed Emotion, Stable Diffusion, LoRA and ControlNet Modeling
Reference
Liu, Y., & Whang, M. (2024). Exploring the Design of Building Space for Relaxing Emotion through the Stable Diffusion Model. 한국감성과학회 추계학술대회, 166-168.
Abstract
This study explores emotionally oriented architectural design based on the Stable Diffusion generative model and creates spatial renderings that satisfy the emotional need for “relaxation” through AI generative technology. As the pressure of modern life increases, people's demand for spaces that relieve anxiety and enhance their sense of well-being is rising. This study utilizes the association between emotional vocabulary and architectural design elements to construct an emotion-driven design model and achieves precise control of details through ControlNet and LoRA. The study results show that AI-generated design provides architects with a flexible and efficient design tool that can better satisfy emotional needs based on guaranteeing functionality, and provides a new practical reference for effective architectural design.
Keywords
Artificial Intelligence Generated Content, Relaxed Emotion, Stable Diffusion, LoRA and ControlNet Modeling
Reference
Liu, Y., & Whang, M. (2024). Exploring the Design of Building Space for Relaxing Emotion through the Stable Diffusion Model. 한국감성과학회 추계학술대회, 166-168.