TY  - JOUR
T1  - Generating and Evaluating City Building Facades Using Artificial Intelligence
AU  - Dımıtrova, Susa
PY  - 2023
DA  - December
DO  - 10.55549/epstem.1411061
JF  - The Eurasia Proceedings of Science Technology Engineering and Mathematics
JO  - EPSTEM
PB  - ISRES Publishing
WT  - DergiPark
SN  - 2602-3199
SP  - 451
EP  - 459
VL  - 26
LA  - en
AB  - The present study examines the various methods involved in the generation of city building facades. Elements of the entire process are explored – from obtaining the necessary information to using it to create a harmonious urban environment. The methods considered – the recognition and generation of facade elements, the generation of as-built Building Information Model (BIM) and Digital Twins of buildings (DT) – are evaluated against the needs of the generation, as well as what their place is in the foreseeable future development of architecture in the metaverse. The purpose of the study is to present the best practices in the field depending on the needs of the model and to show their practical application. An example is given of using drone imagery to assess the predominant coloration of facades with a view to generating examples harmonious with surrounding buildings. The example uses the scripting language python and different libraries to evaluate the image information and presents the results as a figure displaying the three predominant colors of the given image.
KW  - Architecture
KW  - Artificial
KW  - Building
KW  - Facade
KW  - Metaverse
CR  - Almusaed, A., & Yitmen, I. (2023). Architectural reply for smart building design concepts based on artificial intelligence simulation models and digital twins. Sustainability, 15(6), 6, 4955.
CR  - As, I., Pal, S., & Basu, P. (2018). Artificial intelligence in architecture: Generating conceptual design via deep learning. International Journal of Architectural Computing, 16(4), 306–327.
CR  - Castro Pena, M. L., Carballal, A., Rodríguez-Fernández, N., Santos, I., & Romero, J. (2021). Artificial intelligence applied to conceptual design. A review of its use in architecture. Automation in Construction, 124, 103550.
UR  - https://doi.org/10.55549/epstem.1411061
L1  - https://dergipark.org.tr/en/download/article-file/3625385
ER  -