生成式人工智能大模型在设计领域的应用  

Application of Generative Artificial Intelligence Large Models in the Design Field

作　　者：孙守迁[1,2] 曹磊磊 王松[1] 刘杰汉 于卓玉 殷敏 柴春雷[1,2] Sun Shouqian;Cao Leilei;Wang Song;Liu Jiehan;Yu Zhuoyu;Yin Min;Chai Chunlei

机构地区：[1]浙江大学长三角智慧绿洲创新中心,浙江嘉善314100 [2]浙江大学计算机科学与技术学院,浙江杭州310058

出　　处：《家具与室内装饰》2024年第4期1-8,I0005,共9页Furniture & Interior Design

基　　金：浙江省“尖兵”“领雁”研发攻关计划项目(2023C01219);福建省重点咨询项目(2023-FJ-XZ-4)。

摘　　要：近些年来,随着ChatGPT,Midjourney,Stable Diffusion,Gemini等大模型的横空出世,生成式人工智能大模型取得了飞速发展,各行各业迎来了新一轮的技术变革。旨在探讨这一前沿技术在设计领域的应用,特别是在设计创新和创意产出方面的影响。首先,我们介绍了生成式人工智能大模型的基本原理,着重阐述其在文本生成、图像生成等任务上的成功应用。其次,我们深入研究了生成式人工智能大模型在设计领域的具体应用,主要包括服装设计、平面设计、漫画设计、机器人设计、工艺品设计、游戏设计等方面。此外,还探讨了生成式人工智能大模型在设计领域可能面临的挑战以及相应的解决策略。最后,我们强调了在设计领域使用生成式人工智能大模型的潜在益处,以及在设计过程中应扮演的角色。In recent years,with the emergence of large models such as ChatGPT,Midjourney,Stable Diffusion,Gemini,and others,generative artificial intelligence(AI)large models have experienced rapid development,leading to a new era of technological transformation across various industries.This paper aims to explore the application of this cutting-edge technology in the design domain,focusing on its impact on design innovation and creative output.To begin,we introduce the fundamental principles of generative artificial intelligence large models,emphasizing their successful applications in tasks such as text generation and image synthesis.Subsequently,we delve into the specific applications of generative artificial intelligence large models in the design field,including costume design,graphic design,comic design,robot design,crafts design,game design,and more.Additionally,we discuss the challenges that generative artificial intelligence large models may face in the design domain and propose corresponding solutions.Finally,we underscore the potential benefits of utilizing generative artificial intelligence large models in the design field and the role AIGC should play in the design process.

关 键 词：生成式人工智能 大模型 文本生成 图像生成 设计 创新 

分 类 号：TS664.1[轻工技术与工程]