Artificial Intelligence for Art Creation with Image Style

Abstract

Artificial intelligence (AI) has become a great success in the past decade. Powered by efficient hardware and neural network models, AI has made a wide change to almost all disciplines. While still in an early stage, AI has been used in the art field much more frequently than before, with various methods, e.g., generative adversarial networks. However, whether AI can replace human beings in art creation is still an unsolved question. Therefore, how to use AI technology to achieve artistic creation has become very meaningful, and has also been favored by many research groups. In this paper, we demonstrate the ability of AI for art creation with a case study of image style transfer. The result shows that AI is still not satisfactory and consumes too much computation. However, a new creative idea is proposed, and we will conduct lightweight research on this basis in the future. So as to realize the artistic creation of real artificial intelligence.