A Study on Miao Batik Pattern Design Based on Style Transfer Algorithms

The purpose of this research is to protect and conserve the Miao batik, a form of intangible cultural heritage, and to stimulate the creative evolution of its traditional patterns.It investigates the use of artificial intelligence technologies for the digital preservation and creative redesign of Miao batik patterns. Through the extraction and analysis of pattern elements, alongside the application of convolutional neural networks and style transfer algorithms, the research reimagines the features and aesthetics of these traditional patterns. The findings demonstrate that this approach not only supports the self-renewal and enhancement of the cultural value of Miao batik but also paves the way for its innovative evolution in a contemporary context.