关键词: 离散制造业, 深度学习, 无代码开发, 人工智能, 球墨铸管

Abstract: Deep learning technology has many application scenarios in modern discrete manufacturing industry,and it is one of the key technologies to support the transformation of discrete manufacturing from digital and network stage to intelligent stage.For practitioners of discrete manufacturing industry,the learning cost of using traditional development methods and applying deep learning technology to solve problems in production scenarios is very high.Practitioners are required to have both deep development ability and deep learning knowledge background.To reduce the cost of deep learning function development for practitioners in discrete manufacturing as much as possible,a deep learning codeless development platform for discrete manufacturing was proposed and implemented based on the characteristics of discrete manufacturing industry,deep learning in discrete manufacturing and the application of artificial intelligence development mode to fully understand.The application effect of enterprise-level projects was compared,which proved the excellent performance of the development platform.

Key words: discrete manufacturing, deep learning, codeless development, artificial intelligence, ductile iron pipe