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Developing a Training Dataset for Deep Learning Models for Apartment Layout Generation



Marko Gavrilović
  • University of Belgrade — Faculty of Architecture, Belgrade, Serbia ROR icon
Maša Žujović
  • University of Belgrade — Faculty of Architecture, Belgrade, Serbia ROR icon
Milijana Živković
  • University of Belgrade — Faculty of Architecture, Belgrade, Serbia ROR icon
Jelena Milošević
  • University of Belgrade — Faculty of Architecture, Belgrade, Serbia ROR icon


Keeping Up with Technologies to Shape Joyful Cities, International Academic Conference on Places and Technologies, Vol. 10 (2025)
Project #451-03-68/2020-14/200090:

Funder
  • Funder iconMinistry of Education, Science and Technological Development of the Republic of Serbia ROR icon

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@incollection{gavrilovicetal2025:deeplearning, author = {Gavrilović, Marko and Žujović, Maša and Živković, Milijana and Milošević, Jelena}, orcid = {0009-0008-4427-2039 and 0000-0001-6346-5102 and 0009-0009-7191-417X and 0000-0001-7293-8194}, affiliation = {University of Belgrade — Faculty of Architecture ;; University of Belgrade — Faculty of Architecture ;; University of Belgrade — Faculty of Architecture ;; University of Belgrade — Faculty of Architecture}, affid = {https://ror.org/00t6d2469 ;; https://ror.org/00t6d2469 ;; https://ror.org/00t6d2469 ;; https://ror.org/00t6d2469}, affplace = {Belgrade, Serbia ;; Belgrade, Serbia ;; Belgrade, Serbia ;; Belgrade, Serbia}, department = {nodepartment ;; nodepartment ;; nodepartment ;; nodepartment}, title = {Developing a Training Dataset for Deep Learning Models for Apartment Layout Generation}, license = {https://creativecommons.org/licenses/by-nc-nd/4.0/}, booktitle = {Keeping Up with Technologies to Shape Joyful Cities}, editor = {Djukić, Aleksandra and Vukmirović, Milena and Vaništa Lazarević, Eva and Krstić-Furundžić, Aleksandra and Mitrović, Nikola}, isbn = {978-86-7924-383-6}, series = {International Academic Conference on Places and Technologies}, seriesisbn = {noisbn}, publisher = {University of Belgrade — Faculty of Architecture}, address = {Belgrade}, year = {2025}, volume = {10}, pages = {564--573}, howpublished = {other}, language = {english}, funder = {Ministry of Education, Science and Technological Development of the Republic of Serbia}, funderid = {https://ror.org/01znas443}, awardnum = {451-03-68/2020-14/200090}, project = {noproject}, note = {67}, chapter = {67}, doi = {10.18485/arh_pt.2025.10.ch67}, doiurl = {http://doi.fil.bg.ac.rs/volume.php?pt=eb_ser&issue=arh_pt-2025-10&i=67}, url = {http://doi.fil.bg.ac.rs/pdf/eb_ser/arh_pt/2025/arh_pt-2025-10-ch67.pdf} }