基于机器学习的服装款式知识库设计

Design of Apparel Style Knowledge Database Based on Machine Learning

基于机器学习的服装制造流程管理与控制系统的开发应用,可以摆脱长期以来服装制造流程的手工操作方式,缩短生产周期,达到智能化制衣的目的。而基于机器学习的服装智能化制造的实现又依赖于服装制造流程中各环节所对应的服装知识库信息的支撑。款式设计作为服装制造流程中不可缺少的一部分同样也依赖于款式知识库中信息的支撑。本文主要描述款式知识库的设计原理、设计方法和它的应用。

The development and application of clothing manufacturing process management and control system based on machine learning can get rid of manual mode in clothing manufacturing process for a long time,shorten the production cycle,and achieve intellectualized manufacturing.The realization of the intellectual manufacturing is depended on the corresponding knowledge database information support in clothing manufacturing process.As an indispensable part in clothing manufacturing process,style designing also needs the support of information in style knowledge database.The apparel style knowledge database system design principle,design method,and its application are mainly described.