Floorplan Isovist Dataset

This dataset was created as part of the PhD project Machine Understanding of Architectural Space: From Analytical to Generative Applications at EPFL Media and Design Lab (LDM). It was derived from the Cubicasa5K dataset. The dataset contains preprocessed data and scripts to perform the transformation, sampling, and cleaning. This project explores machine learning techniques for understanding architectural spaces from isovist representation, ranging from analytical tasks such as spatial typification and semantic discovery to generative tasks such as spatial sequence synthesis.本数据集由洛桑联邦理工学院媒体与设计实验室（LDM）的博士研究项目「建筑空间机器理解：从分析到生成应用」开发构建，其数据源自Cubicasa5K数据集。本数据集包含预处理后的数据，以及用于执行转换、采样与数据清洗操作的脚本程序。该项目探索基于等视域图（isovist）表征实现建筑空间理解的机器学习技术，研究范畴涵盖空间类型化、语义发现等分析任务，以及空间序列合成等生成式任务。