摘要
文章介绍了人工智能技术在纺织服装图案设计领域的应用现状和发展趋势,分析了人工智能技术在提高纺织服装图案设计效率和质量方面的优势,以及在算法、技术、数据等方面面临的挑战。文章以中国纺织信息中心基于GAN和扩散模型等不同模型生成的纺织服装图案设计平台为例,展示了其在流行趋势预测、品牌合作、个性化定制等方面的应用效果。
The article introduces the current status and development trend of the AI technology applied in textile and apparel pattern design,analyzes relevant advantages in improving the efficiency and quality of pattern design,as well as the challenges in terms of algorithms,technology,data,and other aspects.Taking the GAN and diffusion model-based pattern design platform for textile and apparel generated by the China Textile Information Center as an example,the article demonstrates its applications in trend prediction,brand cooperation,personalized customization and other aspects.
出处
《纺织导报》
CAS
2023年第6期110-112,共3页
China Textile Leader
关键词
人工智能技术
纺织服装图案设计
图像生成模型
扩散模型
生成式对抗网络
AI technology
textile and apparel pattern design
image generation model
diffusion model
generative adversarial network
