This paper introduces "WordArt Designer", a user-driven framework for
artistic typography synthesis, relying on Large Language Models (LLM). The
system incorporates four key modules: the "LLM Engine", "SemTypo", "StyTypo",
and "TexTypo" modules. 1) The "LLM Engine", empowered by LLM (e.g.,
GPT-3.5-turbo), interprets user inputs and generates actionable prompts for the
other modules, thereby transforming abstract concepts into tangible designs. 2)
The "SemTypo module" optimizes font designs using semantic concepts, striking a
balance between artistic transformation and readability. 3) Building on the
semantic layout provided by the "SemTypo module", the "StyTypo module" creates
smooth, refined images. 4) The "TexTypo module" further enhances the design's
aesthetics through texture rendering, enabling the generation of inventive
textured fonts. Notably, "WordArt Designer" highlights the fusion of generative
AI with artistic typography. Experience its capabilities on ModelScope:
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这篇论文介绍了 “WordArt Designer”，一种依赖于大型语言模型（LLM）的用户驱动艺术字体综合框架，结合了生成式人工智能与艺术字体设计，包括 LLM 引擎、SemTypo 模块、StyTypo 模块和 TexTypo 模块等四个关键模块。