PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation

arXiv:2404.00995v1 Announce Type: new
Abstract: Visual layout plays a critical role in graphic design fields such as advertising, posters, and web UI design. The recent trend towards content-aware layout generation through generative models has shown promise, yet it often overlooks the semantic intricacies of layout design by treating it as a simple numerical optimization. To bridge this gap, we introduce PosterLlama, a network designed for generating visually and textually coherent layouts by reformatting layout elements into HTML code and leveraging …

abstract advertising arxiv contents cs.cv design fields generative generative models graphic role semantic through trend type visual web