WordArt 设计师 API：基于大语言模型在 ModelScope 上进行用户驱动的艺术排版合成

WordArt Designer API: User-Driven Artistic Typography Synthesis with Large Language Models on ModelScope

January 3, 2024

作者: Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang, Yusen Hu, Xianhui Lin, Xiaoyang Kang, Zengke Jin, Bin Luo, Yifeng Geng, Xuansong Xie, Jingren Zhou

cs.AI

摘要

本文介绍了WordArt Designer API，这是一个利用大型语言模型（LLMs）在ModelScope上进行用户驱动艺术排版合成的新型框架。我们通过提供一种动态、自适应且计算效率高的替代方案，解决了简化非专业人士艺术排版的挑战，摆脱了传统刚性模板的限制。我们的方法利用LLMs的强大能力来理解和解释用户输入，促进更直观的设计过程。我们通过各种案例研究展示了用户如何表达其审美偏好和功能要求，系统随后将其转化为独特且创意的排版设计。我们的评估表明，与现有系统相比，用户满意度、设计灵活性和创意表达方面均有显著改善。WordArt Designer API不仅使排版艺术民主化，还为个性化数字沟通和设计开辟了新的可能性。

English

This paper introduces the WordArt Designer API, a novel framework for user-driven artistic typography synthesis utilizing Large Language Models (LLMs) on ModelScope. We address the challenge of simplifying artistic typography for non-professionals by offering a dynamic, adaptive, and computationally efficient alternative to traditional rigid templates. Our approach leverages the power of LLMs to understand and interpret user input, facilitating a more intuitive design process. We demonstrate through various case studies how users can articulate their aesthetic preferences and functional requirements, which the system then translates into unique and creative typographic designs. Our evaluations indicate significant improvements in user satisfaction, design flexibility, and creative expression over existing systems. The WordArt Designer API not only democratizes the art of typography but also opens up new possibilities for personalized digital communication and design.