Research on the Application of Bronze Drum Pattern Design Based on Aesthetic-Enhanced Style Transfer Algorithm

To protect and inherit the artistic characteristics of excellent traditional Chinese bronze drum culture and to promote innovation, artificial intelligence technology is utilized for the digital preservation and creative design of bronze drum patterns. By employing style transfer algorithms, the details of the bronze drum patterns are optimized to convey their core concepts, and create more innovative and visually appealing forms of inheritance, thus better adapting to the development of contemporary society and the constantly changing consumer demands. This paper uses style transfer algorithms to extract and collect the pattern features and stylistic elements of the bronze drum patterns, and incorporates aesthetic enhancement algorithms to make the transferred images more aesthetically valuable before applying the experimental results in practical applications. This research provides beneficial exploration for the digital preservation and design of bronze drum patterns, not only increasing creative efficiency but also expanding the channels for broadcasting bronze drum patterns, achieving an innovative integration of excellent traditional culture with technology.