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FashionCycle: AI-Enabled Creativity ...

Waliman, Matthew,

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FashionCycle: AI-Enabled Creativity Support Tool for Facilitating Iteration in Fashion Design /

Record Type:	Electronic resources : Monograph/item
Title/Author:	FashionCycle: AI-Enabled Creativity Support Tool for Facilitating Iteration in Fashion Design // Matthew Waliman.
Author:	Waliman, Matthew,
Description:	1 electronic resource (25 pages)
Notes:	Source: Masters Abstracts International, Volume: 85-09.
Contained By:	Masters Abstracts International85-09.
Subject:	Computer science. -
Online resource:	https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=31140756
ISBN:	9798381968729

FashionCycle: AI-Enabled Creativity Support Tool for Facilitating Iteration in Fashion Design /
Waliman, Matthew,

FashionCycle: AI-Enabled Creativity Support Tool for Facilitating Iteration in Fashion Design /Matthew Waliman. - 1 electronic resource (25 pages)

Source: Masters Abstracts International, Volume: 85-09.

Recent studies on creativity support tools (CST) have increasingly harnessed artificial intelligence (AI) to enhance creative processes. This study explores the role of AI in supporting creative work through the lens of FashionCycle, an AI-driven CST developed for the fashion design sector. We conduct a formative study by interviewing 3 fashion design professionals to understand the design process and determine design goals for our system. This effort identifies two main design objectives aimed at enriching the design process, specifically the ideation and revision phases: firstly, to overcome design fixation by facilitating the efficient and flexible exploration of various design examples, and secondly, to provide an efficient method for modifying inspiration materials through interactive drawing. FashionCycle integrates three tools that combine interactive visualization with AI models: the Inspiration Generator, Sketchpad, and Prototyper, designed to meet our design goals. We showcase how FashionCycle effectively integrates AI into fashion design professional existing workflows, and supports the various discrete tasks involved in the fashion design process. Our system underscores the role and utilization of AI in each cognitive operation and offers insights into the future implications of developing AI-based CST tools.

English

ISBN: 9798381968729Subjects--Topical Terms:

523869
Computer science.
Subjects--Index Terms:

Creativity support tools

FashionCycle: AI-Enabled Creativity Support Tool for Facilitating Iteration in Fashion Design /
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500 $a Advisors: Chen, Xiang Committee members: Zhang, Yang; Shah, Pavak Kirit.
502 $b M.S.E.C.E. $c University of California, Los Angeles $d 2024.
520 $a Recent studies on creativity support tools (CST) have increasingly harnessed artificial intelligence (AI) to enhance creative processes. This study explores the role of AI in supporting creative work through the lens of FashionCycle, an AI-driven CST developed for the fashion design sector. We conduct a formative study by interviewing 3 fashion design professionals to understand the design process and determine design goals for our system. This effort identifies two main design objectives aimed at enriching the design process, specifically the ideation and revision phases: firstly, to overcome design fixation by facilitating the efficient and flexible exploration of various design examples, and secondly, to provide an efficient method for modifying inspiration materials through interactive drawing. FashionCycle integrates three tools that combine interactive visualization with AI models: the Inspiration Generator, Sketchpad, and Prototyper, designed to meet our design goals. We showcase how FashionCycle effectively integrates AI into fashion design professional existing workflows, and supports the various discrete tasks involved in the fashion design process. Our system underscores the role and utilization of AI in each cognitive operation and offers insights into the future implications of developing AI-based CST tools.
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650 4 $a Fashion. $3 549143
650 4 $a Design. $3 518875
653 $a Creativity support tools
653 $a Fashion design
653 $a Creative processes
653 $a FashionCycle
653 $a Design examples
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791 $a M.S.E.C.E.
792 $a 2024
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