基于AIGC的京西传统民居建筑立面生成应用研究
Research on the Application of Facade Generation for the Traditional Residential Buildings in West Beijing Based on AIGC
张娟 1张仁伟 1杨瑞1
作者信息
摘要
文章基于现阶段生成式人工智能(AIGC)在建筑设计领域图像生成中的应用,以及较广泛的Stable Diffusion的LoRA模型训练经验,以京西传统民居为例,从LoRA模型训练数据集的收集、清洗、建立及模型训练的各个步骤,探讨AIGC在建筑立面风格类建筑生成中的应用流程及适应模式.
Abstract
Based on the application of the generative artificial intelligence(AIGC)in image generation in the field of architectural design at the present stage,and the experience in the widely used LoRA model training of Stable Diffusion,the paper takes the traditional residential buildings in west Beijing as an example,and discusses the application process and adaption mode of AIGC in the generation of the buildings with facade styles from the various steps of the collection,cleaning,establishment and model training of the training set of the LoRA model.
关键词
AIGC/建筑生成式设计/传统民居建筑立面/模型训练Key words
AIGC/building generative design/traditional residential building facade/model training引用本文复制引用
出版年
2025
国家科技期刊平台
NSTL
维普
万方数据