Digital Inheritance of Intangible Cultural Heritage Based on the LoRA Model:a Case Study of Chu Lacquerware
In the wave of the intelligent era,artificial intelligence technology is increasingly penetrating various industries,bringing unprecedented new opportunities for the protection and inheritance of intangible cultural heritage.This paper aims to explore the novel applications of AI in the inheritance of intangible cultural heritage.Initially,the paper reviews new approaches for empowering intangible cultural heritage inheritance with AI,focusing on Chu Lacquerware as the subject of study,analyzing its developmental history and artistic style.Subsequently,a systematic digital collection and processing of Chu Lacquerware resources were conducted,leading to the creation of a specialized dataset for model training.Utilizing the LoRA model,an efficient intelligent model capable of reflecting the stylistic features of Chu Lacquerware was successfully trained.This model was further integrated into the Stable Diffusion for intelligent design implementation.Through this series of technical applications and innovative practices,the study not only opens new perspectives for the protection and development of Chu Lacquerware but also provides new approaches and methods for the digital inheritance of intangible cultural heritage.Furthermore,the findings of this paper also hold significant reference value and implications for the digital inheritance of other intangible cultural heritages.
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