Desigen: A Pipeline for Controllable Design Template Generation

arXiv:2403.09093v1 Announce Type: new
Abstract: Templates serve as a good starting point to implement a design (e.g., banner, slide) but it takes great effort from designers to manually create. In this paper, we present Desigen, an automatic template creation pipeline which generates background images as well as harmonious layout elements over the background. Different from natural images, a background image should preserve enough non-salient space for the overlaying layout elements. To equip existing advanced diffusion-based models with stronger spatial control, …

arxiv cs.cv design pipeline template type