X. Han

Personalized Brand Visual Design Generation Combined with StyleGAN3

The conclusion demonstrates that the proposed method significantly improves the visual design effect, promoting the development of agricultural product brands in a more regional and personalized direction, a benefit that can also support surface-pattern and packaging-layout generation under clear semantic constraints.