“Billboard GAN” makes a literal use of machine learning to
study on an specific style of architecture from which to generate design
outcomes. The project, as a means to contextualize with its immediate site, is
inspired on the architecture of Oscar Niemeyer. Niemeyer’s famous columns are
shape-oriented, and hence, very adequate to study trough AI. An augmented 500+
elevation image dataset was developed to work with real-time 2D and 3D GAN
Made using machine learning workflows.
Type: Commision (Work in Progress)
Size: 672 Sq Ft
Location: West Hollywood, CA
1. StyleGAN model hallucinating on Oscar Niemeyer’s architecture style dataset.
2. Real-time 3d GAN model.
3. 3d GAN-generated billboard design options.