This study investigates innovative packaging design approaches for Hunan tea under the "traditional patterns+AI" model. Utilizing Stable Diffusion model technology, this study creatively transforms embroidery patterns from Mawangdui silk textiles into packaging designs for Junshan Yinzhen tea. The results demonstrate that the Stable Diffusion model technology successfully generates intelligent embroidery patterns. These patterns are subsequently applied to Junshan Yinzhen tea packaging, resulting in a distinctive and highly recognizable design. The patterns demonstrate excellent compatibility with the tea's attributes and packaging structure, effectively realizing the innovative application of traditional patterns in tea packaging.