鞋类工艺与设计2024，Vol.4Issue(18)：192-194,3.DOI:10.3969/j.issn.2096-3793.2024-18-063
风格迁移算法在大熊猫文创设计中的运用
The Application of Style Transfer Algorithm in the Cultural and Creative Design of Pandas
摘要
Abstract
With the development of AI technology,the cultural industry has entered the digital era,and style transfer algorithms have shown great potential in cultural and creative design.This paper describes in detail the experimental process of taking giant panda cultural and creative products as the research object,taking giant panda photos as content images,and using famous paintings with distinctive artistic styles as style images,and then extracting the content features and style features of the images through the style transfer algorithm with convolutional neural network as the core,and finally completing the experimental process of style transfer.This research not only provides new perspectives and methods for the cultural and creative design of giant pandas,but also provides reference and enlightenment for the design of cultural and creative products with other cultural themes.关键词
风格迁移算法/大熊猫/文创/AIKey words
style transfer algorithm/panda/cultural creativity/ai分类
艺术学引用本文复制引用
戴娟..风格迁移算法在大熊猫文创设计中的运用[J].鞋类工艺与设计,2024,4(18):192-194,3.基金项目
1.2023年度四川省社会科学重点研究基地文化产业发展研究中心项目《基于人工智能的风格迁移技术在文创设计中的应用研究》(项目编号:WHCY2023B16) （项目编号:WHCY2023B16）
2.2023年度四川文化产业职业学院研究项目《AI背景下风格迁移技术赋能大熊猫文创产品开发研究》(项目编号:23C023) （项目编号:23C023）
3.2023年度四川省社会科学重点研究基地四川网络文化研究中心项目《AI技术在高职艺术设计专业"课堂革命"中的应用研究》(项目编号:WLWH23-24) （项目编号:WLWH23-24）
4.2023年度四川文化产业职业学院高等职业教育研究项目《人工智能背景下高职艺术设计专业"课堂革命"研究》(项目编号:GJYJ2023B25) （项目编号:GJYJ2023B25）
