基于cGANs的AI辅助养老院建筑设计研究

Research on AI Aided Nursing Home Architectural Design Based on cGANs

文章建立了一种AI学习养老院设计的方法,探讨了利用AI进行建筑设计的可能性。以两对模块化的养老设施平面图为学习样本,使AI学习建筑轮廓与建筑空间组织的对应关系,根据设计条件进行设计并输出结果。每套样本图中包含两张同一建筑的尺寸和比例相同的图像,其中,一张是设计范围的图像,另一张是分类图像,用不同的颜色区分每个楼层平面图中不同类型的空间、墙、门窗等构件。经过三次学习和修正,确定了一种可行的分类方法和AI学习方法。

In this paper,a method of AI learning elder care facility design is established to explore the possibility of architecture design with AI.We use two pairs of modularized plan image of elder care facility as learning sample,so that AI can learn the corresponding relationship between the architectural outline and the spatial organization of the building and design according to conditions.Each learning material contains two images which are of the same size,equal building and proportion,one of which is the image of design scope,and the other is classification image to distinguish different types of space,walls,doors and windows and other components in each floor plan with different colors.After three times of study and correction,we confirm a feasible classification method and AI learning method.