{"id":481,"date":"2021-09-08T15:20:52","date_gmt":"2021-09-08T14:20:52","guid":{"rendered":"https:\/\/wsa-ondisplay.co.uk\/2021\/?post_type=masters&#038;p=481"},"modified":"2021-09-14T09:37:01","modified_gmt":"2021-09-14T08:37:01","slug":"computational-creativity-in-architecture","status":"publish","type":"masters","link":"https:\/\/wsa-ondisplay.co.uk\/2021\/masters\/computational-creativity-in-architecture\/","title":{"rendered":"Computational Creativity in Architecture"},"author":20,"featured_media":658,"template":"","project-theme":[892],"class_list":["post-481","masters","type-masters","status-publish","has-post-thumbnail","hentry","project-tag-culture","project-tag-social-value","project-theme-computation","entry"],"jetpack_sharing_enabled":true,"meta_box":{"award_nominations":"1","award_details":[{"name_of_award":"Dissertation Medal","awarding_body":"RIBA"}],"external_media":"","pdf":[{"ID":"449","name":"Myers-Georgina_2020_Computational-Creativity-in-Architecture.pdf","path":"\/infotree\/sites\/sites.archi.cardiff.ac.uk\/wp-content\/uploads\/sites\/4\/2021\/07\/Myers-Georgina_2020_Computational-Creativity-in-Architecture.pdf","url":"https:\/\/wsa-ondisplay.co.uk\/2021\/wp-content\/uploads\/sites\/4\/2021\/07\/Myers-Georgina_2020_Computational-Creativity-in-Architecture.pdf","title":"Myers-Georgina_2020_Computational Creativity in Architecture"}],"supervisor":["www.cardiff.ac.uk\/people\/view\/528983-knight-ian"],"subtitle":"An Exploration of the Potential for Artificial Creativity using Generative Adversarial Networks to create Original Architectural Spaces from Text Descriptions.","location":"N\/A","physical_location":{"latitude":"53.344373457178","longitude":"-6.2412235441419","zoom":"15"},"location_2_on":"0","location_2_text":"","location_2_map":{"latitude":"0","longitude":"0","zoom":"0"},"project_description":"<p>What is creativity in architecture, and can the process be carried out artificially? What could artificial architecture look like? This dissertation strives to understand and measure artificial creativity\u2019s potential to assist the architect\u2019s creative process, particularly in the generation of architectural concepts and ideas. This understanding was found by assessing human creativity, neural networks\u2019 underlying processes, and artificial intelligence\u2019s current creative capacity for architectural applications. To address this, a Generative Adversarial Network, based on AttnGAN, was trained to generate images of internal and external architectural space based on text descriptions of the space, exploring computational interpretations of architectural space.<\/p> <p>The human and artificial creative processes were compared and put into their cultural and societal context to assess the output, process and repercussions of artificial architectural ideas on the domain. We interpret that creativity is a co-creative process, where we cannot decouple human input from the network\u2019s output. The artificial creative process is similar to our own and has been demonstrated by this paper to produce creative ideas; the model has created something humans could not. 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