Layout generation based on machine learning

The embodiment of the invention relates to layout generation based on machine learning. Embodiments for generating recommended layouts based on machine learning are disclosed. The method includes receiving a set of design elements for performing a generative layout recommendation. A number of design elements for each type is determined from the set of design elements. A set of recommended layouts is generated using the trained generative layout model and the number and type of design elements. And outputting the set of recommended layouts. 本公开的实施例涉及基于机器学习的布局生成。公开了用于基于机器学习生成推荐布局的实施例。方法包括接收用于执行生成式布局推荐的设计元素的集合。从设计元素的集合确定每个类型的设计元素的数目。使用经训练的生成式布局模型以及设计元素的数目和类型，来生成推荐布局的集合。输出该推荐布局的集合。