RESEARCH ON THE REGENERATION DESIGN OF LIANZHU TUANKE PATTERN BASED ON DIFFUSION MODEL
The creation of images makes extensive use of artificial intelligence generated content.The application of the diffusion model is examined for Lianzhu Tuanke pattern regeneration design in order to address the issue of time-consuming and labor-intensive traditional pattern design approaches in making Lianzhu Tuanke pattern.An effective description text is created and the diffusion model is rebuilt by extracting the structural and artistic characteristics of Lianzhu Tuanke pattern and researching the cross attention module in the diffusion model.The application of structural similarity as a benchmark and the Gaussian function to establish the screening threshold are both part of the suggested regenerative design process.The findings of the subjective and objective evaluations show that applying the reconstructed diffusion model for pattern regeneration design is feasible.This offers advanced concepts and techniques for the regeneration design of Lianzhu Tuanke pattern.