딥러닝 기술 기반의 지능화 그래픽 디자인 방법 및 응용

Abstract

In recent years, related research on design exploration based on Ａrtificial Intelligence (AI) technology has become a very critical topic. However, the current application of AI in graphic design has not formed a systematic framework. This paper will propose an unprecedented approach to intelligent graphic design, how to integrate Deep Learning techniques into the graphic design process, and how to use this approach to enhance the advantages of interdisciplinary research. First, the author organises the related technologies of Deep Learning that can be applied to graphic design; then, combines the graphic design process with the latest AI technology to establish an intelligent graphic design application. The author also applies the established research methods to practical cases. After the actual test, the results show that the proposed application can effectively assist designers to generate creative ideas such as composition, shape, and style, and can automatically complete line processing, coloring and other tasks. Furthermore, the proposed application is highly flexible and thus can be dynamically adjusted according to the designer's specific needs. The proposed intelligent graphic design application can effectively reduce the design difficulty and workload. Therefore, if it can be extended to other design fields, the design industry resources will be optimised．