摘要
非遗的数字化保护与创新设计是文化传承的重要方向,随着近年来生成式人工智能(AIGC)技术的快速发展,其为非遗文创领域提供了新思路,注入了新活力。本文以传统非遗文创“淮阳泥泥狗”为研究对象,针对其发展中的瓶颈问题,提出基于LoRA模型的生成式人工智能设计方法。通过系统研究淮阳泥泥狗的各项文化数据,构建模型架构,探索AIGC技术在非遗文创的图案生成、造型创新方面的潜力,希望能为传统非遗文创的创造性转化、创新性发展提供参考。
The digital protection and innovative design of intangible cultural heritage are important directions for cultural inheritance.With the rapid development of Artificial Intelligence Generated Content(AIGC)technology in recent years,it has provided new ideas and injected new vitality into the field of intangible cultural heritage creative products.This article takes the traditional intangible cultural heritage creative product"Huaiyang Nini Gou"as the research object,and in response to the series of problems it faces,proposes a design method based on the LoRA model for generative artificial intelligence.Through systematic research on various cultural data of Huaiyang Nini Gou,the model architecture is constructed,and the potential of AIGC technology in pattern generation and shape innovation in intangible cultural heritage creative products is explored.It is hoped that this can provide references for the creative transformation and innovative development of traditional intangible cultural heritage creative products.
作者
迟睿暄
汤雅莉
杨凯超
葛国强
Chi Ruixuan;Tang Yali;Yang Kaichao;Ge Guoqiang(Xi’an University of Architecture and Technology,Xian 710055,China;Shaanxi Zhong Sui Construction Engineering Co.,Ltd.,Xi'an 710000,China)
关键词
淮阳泥泥狗
非物质文化遗产
文创设计
生成式人工智能
LoRA模型
Huaiyang Nini Gou
Intangible Cultural Heritage
cultural and creative design
Artificial Intelligence Generated Content
LoRA model
