An application of generative AI for knitted textile design in fashion

X Wu, L Li - The Design Journal, 2024 - Taylor & Francis
In recent years, artificial intelligence (AI) in the form of generative deep learning models
have proliferated as a tool to facilitate or exhibit creativity across various design fields. When …

Toward intelligent fashion design: A texture and shape disentangled generative adversarial network

H Yan, H Zhang, J Shi, J Ma, X Xu - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Texture and shape in fashion, constituting essential elements of garments, characterize the
body and surface of the fabric and outline the silhouette of clothing, respectively. The …

ClothGAN: generation of fashionable Dunhuang clothes using generative adversarial networks

Q Wu, B Zhu, B Yong, Y Wei, X Jiang, R Zhou… - Connection …, 2021 - Taylor & Francis
Clothing is one of the symbols of human civilisation. Clothing design is an art form that
combines practicality and artistry. The Dunhuang clothes culture has a long history which …

Implementation of Complex Systems in Fashion Design Creation Using Artificial Intelligence

YKK Lee - International Textile and Apparel Association …, 2022 - iastatedigitalpress.com
In fashion, artificial intelligence (AI) technology is expected to provide sustainable solutions
to increase the productivity of fashion products and decrease unnecessary energy …

Handloom design generation using generative networks

RK Bhattacharjee, M Nandi, A Jha… - … on Image Processing …, 2020 - ieeexplore.ieee.org
This paper proposes deep learning techniques of generating designs for clothing, focused
on handloom fabric and discusses the associated challenges along with its application. The …

Challenges and Opportunities in Deep Learning Driven Fashion Design and Textiles Patterns Development

D Simian, F Husac - … Conference on Modelling and Development of …, 2022 - Springer
Creative industries were thought to be the most difficult avenue for Computer Science to
enter and to perform well at. Fashion is an integral part of day to day life, one necessary both …

Generation of fashionable clothes using generative adversarial networks: A preliminary feasibility study

M Singh, U Bajpai, VV, S Prasath - International Journal of Clothing …, 2020 - emerald.com
Purpose There are various style options available when one buys clothes on online
shopping websites, however the availability the new fashion trends or choices require …

Generative Adversarial Network-Based Visual-Aware Interactive Fashion Design Framework

AW Dessalgn, R Sharma, YK Chung… - Implementing and …, 2022 - Springer
Fashion image generation is the task of generating realistic fashion images from a real
dataset distribution. Due to the subjectivity of design, fashion industries have always been …

Textile design generation using GANs

RA Fayyaz, M Maqbool, M Hanif - 2020 IEEE Canadian …, 2020 - ieeexplore.ieee.org
In this work, we propose a novel method for automated textile design patterns generation
using generative models. We first improve the accuracy of state-of-the-art results in …

How complex systems get engaged in fashion design creation: Using artificial intelligence

YK Lee - Thinking Skills and Creativity, 2022 - Elsevier
Artificial intelligence (AI) technology is expected to provide sustainable solutions in the
fashion industry to increase the productivity of fashion products and decrease unnecessary …