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Investigating the usefulness of a generative AI when designing user interfaces

Generative AI is a hot topic as of 2023, with huge financial investments in the industry. The areas of use for it are rapidly expanding. One potential benefit of generative AI could be in the field of UX design.For this master's thesis, a Stable Diffusion model has been fine-tuned to create pictures of login screens based on text prompts written by a user. A set of these pictures have been used in a prototype and the concept has been evaluated through user tests. The prototype and the concept of using generative AI in UX design received a positive reception from testers. It was established that further work on the fine-tuned model and how to use it as a tool is required for it to be effectively integrated into the design process of user interfaces.

Identiferoai:union.ndltd.org:UPSALLA1/oai:DiVA.org:uu-504251
Date January 2023
CreatorsBleichner, Andreas, Hermansson, Nils
PublisherUppsala universitet, Avdelningen Vi3
Source SetsDiVA Archive at Upsalla University
LanguageEnglish
Detected LanguageEnglish
TypeStudent thesis, info:eu-repo/semantics/bachelorThesis, text
Formatapplication/pdf
Rightsinfo:eu-repo/semantics/openAccess
RelationUPTEC IT, 1401-5749 ; 23015

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