Digital Style Design of Nanjing Brocade Based on Deep Learning

Abstract

Nanjing Brocade is a traditional Chinese silk fabric with precious materials and exquisite patterns. As the world’s intangible cultural heritage, it is essential to inherit and innovate Nanjing Brocade by digital methods. Digital protection of Nanjing Brocade includes cultural connotation, pattern and technology et al. In view of pattern digitization, this paper proposes a deep learning model which is utilized to transfer Yunjin style to modern patterns. The generated images have been applied to the textile productions, and the results show that the proposed model can be adopted by the Yunjin pattern design.