论文标题
聊天到设计：AI辅助个性化时装设计
Chat-to-Design: AI Assisted Personalized Fashion Design
论文作者
论文摘要
在此演示中，我们介绍了聊天设计，这是一种用于个性化时装设计的新的多模式交互系统。与基于关键字的服装推荐服装的经典系统相比，聊天到设计使用户可以通过两个步骤设计衣服：1）通过对话进行粗粒的选择，以及2）通过交互式界面进行精细粒度编辑。它涵盖了三个子系统来提供沉浸式用户体验：通过自然语言理解授权的对话系统，以接受用户的请求并管理对话框；由大规模的语言图像网络授予的多模式时尚检索系统，用于检索所需的服装；一种时装设计系统，由新兴的生成技术授权，以编辑检索到的衣服的属性。
In this demo, we present Chat-to-Design, a new multimodal interaction system for personalized fashion design. Compared to classic systems that recommend apparel based on keywords, Chat-to-Design enables users to design clothes in two steps: 1) coarse-grained selection via conversation and 2) fine-grained editing via an interactive interface. It encompasses three sub-systems to deliver an immersive user experience: A conversation system empowered by natural language understanding to accept users' requests and manages dialogs; A multimodal fashion retrieval system empowered by a large-scale pretrained language-image network to retrieve requested apparel; A fashion design system empowered by emerging generative techniques to edit attributes of retrieved clothes.
