Billboard GAN


Commission
Summer 2021
OFFICEUNTITLED










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“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 workflows.

Made using machine learning workflows.




Type:            Commision (Work in Progress)
Client:          Confidential
Size:             672 Sq Ft
Typology:    Advertising
Location:    West Hollywood, CA
Credits:       OFFICEUNTITLED



1. StyleGAN model hallucinating on Oscar Niemeyer’s architecture style dataset.
2. Real-time 3d GAN model.
3. 3d GAN-generated billboard design options.










CARLOS NAVARRO       BASED IN LOS ANGELES, CA