Proceedings of the 2025 4th International Conference on Art Design and Digital Technology (ADDT 2025)

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Research on the Innovation and Development of Su Embroidery Design Based on LoRA Fine-Tuning Model

Authors
Jianwei Xu1, Zehao Liang1, *
1College of Fine Arts and Design, Guangxi Normal University of Science and Technology, Laibin, Guangxi, 546199, China
*Corresponding author. Email: 237787242@qq.com
Corresponding Author
Zehao Liang
Available Online 13 August 2025.
DOI
10.2991/978-94-6463-815-8_18How to use a DOI?
Keywords
Su embroidery; LoRA fine-tuning model; Design innovation; Artificial intelligence; Traditional craft
Abstract

This article discusses the contemporary Suzhou embroidery craftsmanship path based on the innovative development of artificial intelligence and the technical research of the LoRA fine-tuning model. It studies the assistance of artificial intelligence technology to Suzhou embroidery technology from a detailed perspective. The LoRA fine-tuning model is used in the process of improving Suzhou embroidery design to enhance the quality and design innovation of Suzhou embroidery. While increasing the efficiency of artificial work with the LoRA fine-tuning model, it also adds to the artistic and cultural connotations of Suzhou embroidery. Finally, it elaborates on how to apply the LoRA fine-tuning model in Suzhou embroidery design to improve the efficiency of artificial work and innovate the design. Based on a certain innovative practice, it has achieved good application results. Summarizing the experience with examples can provide effective reference and inspiration for the modernization development of traditional craftsmanship.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2025 4th International Conference on Art Design and Digital Technology (ADDT 2025)
Series
Advances in Computer Science Research
Publication Date
13 August 2025
ISBN
978-94-6463-815-8
ISSN
2352-538X
DOI
10.2991/978-94-6463-815-8_18How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Jianwei Xu
AU  - Zehao Liang
PY  - 2025
DA  - 2025/08/13
TI  - Research on the Innovation and Development of Su Embroidery Design Based on LoRA Fine-Tuning Model
BT  - Proceedings of the 2025 4th International Conference on Art Design and Digital Technology (ADDT 2025)
PB  - Atlantis Press
SP  - 150
EP  - 165
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-815-8_18
DO  - 10.2991/978-94-6463-815-8_18
ID  - Xu2025
ER  -