Design of an Intelligent Algorithm for Rural Antique Ceramic Bottom Pattern

Ru Zhang, Zhenhua Guo, Yangfan Xu
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Abstract

The style of ancient ceramics has always been one of the most important factors affecting the sales of antique ceramic products. Although it has certain rules, due to the complexity of current product design and the limitations of designers in the design process, intelligent algorithms are needed to assist in design. In response to the diversity of intelligent design solutions for antique ceramic products, this paper proposes a research method for antique ceramic product design based on AGCGAN. Combining with the universal links in the process of intelligent product design, a generative adversarial network is used to learn the rules of excellent product design samples, and the generator generation scheme is obtained. Then, through the constructed design scheme filter, the generation scheme is filtered according to the requirements, and a design scheme generation system with certain reference value is constructed.
农村仿古陶瓷底纹智能算法的设计
古陶瓷的风格一直是影响古陶瓷产品销量的重要因素之一。虽然它有一定的规律,但由于目前产品设计的复杂性和设计师在设计过程中的局限性,需要智能算法来辅助设计。针对仿古陶瓷产品智能设计方案的多样性,本文提出了一种基于 AGCGAN 的仿古陶瓷产品设计研究方法。结合智能产品设计过程中的普遍环节,利用生成式对抗网络学习优秀产品设计样本的规则,得到生成器生成方案。然后,通过构建的设计方案过滤器,按照要求对生成方案进行筛选,构建出具有一定参考价值的设计方案生成系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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