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supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id caadria2021_253
authors Vivanco Larrain, Tomas, Valencia, Antonia and Yuan, Philip F.
year 2021
title Spatial Findings on Chilean Architecture StyleGAN AI Graphics
source A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 251-260
doi https://doi.org/10.52842/conf.caadria.2021.1.251
summary The use of StyleGAN algorithms proposes a novel approach in the investigation of architectural images. Even though graphical outcomes produced by StyleGAN algorithms are far from being architectural spaces, they might become a starting point in the creative process of architectural projects. By creating a database of specific categories of architectural images located in certain contexts, significant findings might emerge regarding their categorization in accordance to the style of a culture. This research analyzes the architectural images that result from implementing StyleGAN algorithms in a database of images of Chilean houses built between the years 2010 and 2020 and selected as finalist of the ´Project of the Year´ from international viewers and curators of the most viewed architectural website of the world. Our findings suggest that Chilean houses have two distinctive elements strongly influenced by human bias: the proportion of voids in the architectural-like generative volume and the integration of vegetation or landscape.
keywords StyleGAN; Chilean architecture; artificial intelligence; spatial findings
series CAADRIA
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100%; open Baars, B (1988) Find in CUMINCAD A Cognitive Theory of Consciousness , Cambridge University Press

100%; open Bechtel, AAa (2001) Find in CUMINCAD Connectionism and the Mind , John Wiley & Sons

100%; open Boden, MA (1998) Find in CUMINCAD Creativity and artificial intelligence , Artificial Intelligence, 103(1-2), pp. 347-356

100%; open Brock, A, Donahue, J and Simonyan, K (2018) Find in CUMINCAD Large Scale GAN Training for High Fidelity Natural Image Synthesis. , International Conference on Learning Representations.

100%; open Bátfai, N (2011) Find in CUMINCAD Conscious Machines and Consciousness Oriented Programming. , arXiv

100%; open del Campo, MM (2020) Find in CUMINCAD A Question of Style - Style, Artificial Intelligence and Architecture , Architectural Intelligence

100%; open Karras, T, Laine, S and Aila, A (2019) Find in CUMINCAD A Style-Based Generator Architecture for Generative Adversarial Networks , IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

100%; open Leach, N (2019) Find in CUMINCAD Do Robots Dream of Digital Sleep? , Proceedings of ACADIA 19:Ubiquity and Autonomy

100%; open Priore, P, G\'omez, A, Pino, R and Rosillo, R (2014) Find in CUMINCAD Dynamic scheduling of manufacturing systems using machine learning: An updated review , Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 28(1), pp. 83-97

100%; open Shai Shalev-Shwartz, SBD (2019) Find in CUMINCAD Understanding Machine Learning , Cambridge University Press

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