M-StruGAN: An Automatic 2D-Plan Generation System under Mixed Structural Constraints for Homestays

نویسندگان

چکیده

Existing methods for generating 2D plans based on intelligent systems usually require human-defined rules, and their operations are complex. GANs can solve these problems through independent research learning. However, they only have generative design a single constraint condition, whether generate qualified scheme under many constraints is still unclear. Therefore, this paper develops the M-StruGAN model structural framework of GAN. Its application extended to 2D-plan layout generation homestay hybrid structures, feasibility method comprehensively verified three aspects: image synthesis quality assessment, rationality assessment. Experimental results show that drawings generated by qualified, designers high degree acceptance M-StruGAN, completed learning critical points layout. Finally, human–computer interaction it be found compared with traditional methods, pix2pixHD has high-definition quality, higher efficiency, lower cost, more stable quality.

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ژورنال

عنوان ژورنال: Sustainability

سال: 2023

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su15097126