Use of artificial intelligence for creative textile designs
Data
2022
Tytuł czasopisma
ISSN czasopisma
Tytuł tomu
Wydawca
Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press
Lodz University of Technology Press
Abstrakt
Creativity in the design process is not only based on the problem solving ability or the utility of the
outcome of the process, but it is also based on producing novel outcomes satisfying aesthetic
expectations. Due to the creative aspect of the design process depending on defining and referring to
evolving human defined aesthetic values and taste, applying artificial intelligence to textile and apparel
design is one of the major challenges. This research aims to explore a new system for creating textile
print designs by artificial intelligence methods. A dataset including various patterns such as geometrical
shapes, animal figures, flowers and abstract print designs were collected from a textile printing company
to be assessed and used to generate new patterns by AI. As a result, original textile print designs were
generated by integrating machine learning systems. It is suggested that AI based generative design
algorithms have immense potential to create novel textile design samples.
Opis
Słowa kluczowe
textile design, artificial intelligence, textile supply chain, creativity, generative adversarial networks, projektowanie tekstyliów, sztuczna inteligencja, tekstylny łańcuch dostaw, kreatywność, generatywne sieci przeciwników
Cytowanie
Vuruskan A., Devecioglu O.C., Bulgun E., Mura G., Ince T., Use of artificial intelligence for creative textile designs. W: AUTEX 2022 : 21st World Textile Conference AUTEX 2022 - AUTEX Conference Proceedings, Lodz University of Technology Press, Lodz 2022, s. 466-470, ISBN 978-83-66741-75-1, doi: 10.34658/9788366741751.98.