LoRA-Based Pattern Generation for Yi Ethnic Embroidery Heritage Preservation
Alive Yi 2.0 combines cultural heritage, design innovation, and artificial intelligence (AI) to preserve and reimagine Yi minority embroidery patterns.Using a curated database of traditional Yi embroidery patterns, we implemented LoRA-based AI models to generate new designs that maintain cultural authenticity while enabling contemporary interpretations.This work transforms traditional patterns into modern variations through fine-tuned stable diffusion models, creating designs that respect cultural elements while appealing to younger generations.Our approach demonstrates the potential of AI-assisted design in cultural heritage preservation and provides a framework for using computational creativity to revitalize traditional heritage in the digital era.
Authors
- Mengyao Guo (ORCID: https://orcid.org/0009-0009-6016-5900)
- Ruokun Chen
- Ze Gao (ORCID: https://orcid.org/0000-0001-9347-6312)
- Zhiwei Wang (ORCID: https://orcid.org/0009-0001-2522-0865)
- Kexin Nie (ORCID: https://orcid.org/0009-0002-9190-092X)
Institutions
- The University of Sydney (AU)
- Hong Kong Polytechnic University (HK)
- Harbin Institute of Technology (CN)
- Shanghai Theatre Academy (CN)
- Southwest Minzu University (CN)
- University of the Arts London (GB)
Publication Details
- Published
- 2025-06-22
- DOI
- https://doi.org/10.1145/3698061.3726964
- Citations
- 4
- Primary Topic
- 3D Surveying and Cultural Heritage
- Type
- article
- Field-Weighted Citation Impact
- 9.39