Applied Mathematics and Nonlinear Sciences, Год журнала: 2025, Номер 10(1)
Опубликована: Янв. 1, 2025
Abstract The development of artificial intelligence brings new opportunities and challenges to the field artistic creation. This paper fully analyzes characteristics advantages AIGC-enabled cultural creative design, selects CycleGAN algorithm among AI algorithms carry out design style migration processing. original has been improved construct AIGC model based on CycleGAN. Take Forbidden City creations as an example experiments, explore effect this paper’s creation image generation from objective evaluation subjective CycleGAN-based model. In experiments converting images into cartoon style, oil painting Chinese PSNR value, MS-SSIM value Per-pixel acc are all largest comparison models, MSE is smallest which achieves optimal results. evaluation, in a comprehensive score 89.22, excellent for products.
Язык: Английский