Saturday, June 3, 2023
AI Emerging Tech
  • Home
  • News
  • Shop
  • Blog
  • Resources
No Result
View All Result
  • Home
  • News
  • Shop
  • Blog
  • Resources
No Result
View All Result
AI Emerging Tech
No Result
View All Result

New Study from Pusan National University Explores Artificial Intelligence in Fashion

admin@justmattg by admin@justmattg
January 13, 2023
Home News
Share on FacebookShare on Twitter


BUSAN, South Korea, Jan. 13, 2023 /PRNewswire/ — The use of artificial intelligence (AI) in the fashion industry has grown significantly in recent years. AI is being used for tasks such as personalizing fashion recommendations for customers, optimizing supply chain management, automating processes, and improving sustainability to reduce waste. However, creative processes in fashion designing continue to be human driven, mostly, and not a lot of research exists in the realm of using AI for designing in fashion. Moreover, studies are generally done with data scientists, who build the AI platforms and are involved with the technologic aspect of the process. However, the other side of this equation, i.e., designers themselves, are not roped into research often.

Researchers from Pusan National University in Korea have conducted an in-depth study exploring the use of collaborative AI models to create new designs and the engagement of complex systems. This encourages human-AI collaborative designing which increases efficiency and improves sustainability.
Researchers from Pusan National University in Korea have conducted an in-depth study exploring the use of collaborative AI models to create new designs and the engagement of complex systems. This encourages human-AI collaborative designing which increases efficiency and improves sustainability.

To investigate the practical applicability of AI models to implement creative designs and work with human designers, Assistant Professor Prof. Yoon Kyung Lee from Pusan National University in Korea conducted an in-depth study. Her study was made available online in Thinking Skills and Creativity on September 15, 2022, and subsequently published in Volume 46 of the Journal in December 2022.

“At a time when AI is so deeply ingrained into our lives, this study started instead with considering what a human can do better than AI,” says Prof. Lee, explaining her motivation behind the study. “Could there be an effective collaboration between humans and AI for the purpose of creative design?”

Prof. Lee started with generating new textile designs using deep convolution generative adversarial networks (DC-GANs) and cycle-GANs. The outputs from these models were compared to similar designs produced by design students.

The comparison revealed that though designs produced by both were similar, the biggest difference was the uniqueness and originality seen in the human designs, which came from the person’s experiences. However, the use of AI in repetitive tasks can improve the efficiency of designers and frees up their time to focus on more high-difficulty creative work. AI-generated designs can also be used as a learning tool for people who lack expertise in fashion want to explore their creativity. These people can create designs with assistance from AI.  Thus, Prof. Lee proposes a human-AI collaborative network that integrates GANs with human creativity to produce designs. The professor also defined and studied the various elements of a complex system that are involved in human-AI collaborated design. She also went on to establish a human-AI model in which the designer collaborates with AI to create a novel design idea. The model is built in such a way that if the designer shares their creative process and ideas with others, the system can interconnect and evolve, thereby improving its designs.

The fashion industry can leverage this to foresee changes in the fashion industry and offer recommendations and co-creation services. Setting objectives, variables, and limits is part of the designer’s job in the Human-AI collaborative design environment. Therefore, their work should go beyond only the visual aspect and instead cover a variety of disciplines.

“In the future, everybody will be able to be a creator or designer with the help of AI models. So far, only professional fashion designers have been able to design and showcase clothes. But in the future, it will be possible for anyone to design the clothes they want and showcase their creativity,” concludes Prof. Lee.

We hope her dreams are very close to realization!

Reference
Title of original paper: How complex systems get engaged in fashion design creation: Using artificial intelligence

Journal: Thinking Skills and Creativity
DOI: https://doi.org/10.1016/j.tsc.2022.101137 

About Pusan National University
https://www.pusan.ac.kr/eng/Main.do

Contact:
Jae-Eun Lee
82 51 510 7928
[email protected]

SOURCE Pusan National University



Source link

admin@justmattg

admin@justmattg

Next Post
Citizen Announces the NEW CL-H300SV Anti-Microbial and Disinfectant Ready Barcode Label Printer at NRF 2023

Citizen Announces the NEW CL-H300SV Anti-Microbial and Disinfectant Ready Barcode Label Printer at NRF 2023

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Recommended.

Why the new era of artificial intelligence inspires this startup founder – GeekWire

Why the new era of artificial intelligence inspires this startup founder – GeekWire

January 29, 2023
Singapore’s 15 fastest-growing jobs for 2023, according to LinkedIn

Singapore’s 15 fastest-growing jobs for 2023, according to LinkedIn

January 23, 2023

Trending.

New NextGen TV Products Highlighted at 2023 CES

New NextGen TV Products Highlighted at 2023 CES

January 24, 2023
Whose art is this, really? Inside Canadians’ fight against AI

Whose art is this, really? Inside Canadians’ fight against AI

February 2, 2023
AI-Generated Seinfeld-Like Twitch ‘TV Show’ Is Peak Absurdity

AI-Generated Seinfeld-Like Twitch ‘TV Show’ Is Peak Absurdity

February 2, 2023
Artificial intelligence bot ChatGPT could be misused to spread ‘propaganda and disinformation’ to users, report says

Artificial intelligence bot ChatGPT could be misused to spread ‘propaganda and disinformation’ to users, report says

January 12, 2023
The Future of Artificial Intelligence: A Look Inside DOD’s Newest AI Office

The Future of Artificial Intelligence: A Look Inside DOD’s Newest AI Office

January 18, 2023
  • Privacy Policy
  • Refund and Returns Policy
  • Contact Us

© 2023 AIEmergingTech - All rights reserved.

No Result
View All Result
  • Home
  • News
  • Shop
  • Blog
  • Resources

© 2023 AIEmergingTech - All rights reserved.