Automated Generation of Urban Spatial Structures Based on Stable Diffusion and CoAtNet Models

The urban road spatial structure is a crucial and complex component of urban design. Generative design models, such as the Stable Diffusion model, can rapidly and massively produce designs. However, the opacity of their internal architecture and the uncertainty of their outcomes mean that the result...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Dian Yu, Bo Wan, Qiang Sheng
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	generative road network design space syntax Diffusion Model convolution Transformer CoAtNet
Online Access:	https://www.mdpi.com/2075-5309/14/12/3720