Jiajun Chen, Ya Zhang, Jiaen Lai
2023, 3(3):
19-31.
Guangzhou embroidery, an intangible cultural property of China, is distinguished by its pattern drawings that showcase a harmonious amalgamation of Eastern and Western influences within the Lingnan region. Currently, the embroidery business is facing a shortage of staff, resulting in a deficiency in cultural distribution among young individuals and a dearth of innovative approaches in drawing design.This study aims to assess the viability of integrating AI painting into Guangzhou embroidery. To achieve this, a functional model of Guangzhou embroidery AI painting design is developed, comprising four distinct stages: (1) conducting field research and reviewing relevant literature to generate a project; (2) implementing AI painting in five key areas, namely Theme, Color, Style, Composition, and Atmosphere; and (3) soliciting feedback from a group of young Guangzhou embroidery practitioners to evaluate the outputs of the model. The present study aims to evaluate the latent component structure, structural validity, and internal consistency of the assessment tool.The findings indicate that the AI-generated drawings, as per the model, demonstrate strong reliability and validity across the five dimensions assessed in the evaluation questionnaire: Regional feature preference, Understanding, Innovativeness, Artistry, and Consumer Willingness. Furthermore, these drawings are well-received by the youth demographic, with regional characteristics exhibiting the strongest association with preference.Artificial intelligence-generated designs have proven to be well-suited for incorporation into several applications, including the manufacturing of Guangzhou embroidered tiny ornaments, cultural and creative products, do-it-yourself kits, as well as the partial integration into the manufacture of everyday objects such as clothing, bags, and other commodities. This aligns with the purchasing preferences of the younger demographic. The operational prototype of an AI-based drawing design system has the potential to offer novel insights for the advancement of Guangzhou embroidery. Additionally, it serves as a valuable exemplar for the integration of artificial intelligence with traditional craftsmanship.