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Journal of Graphics ›› 2023, Vol. 44 ›› Issue (6): 1212-1217.DOI: 10.11996/JG.j.2095-302X.2023061212

• Computer Graphics and Virtual Reality • Previous Articles     Next Articles

DynArt ChatGPT: a platform for generating dynamic intangible cultural heritage new year paintings

JIN Cong1(), ZHOU Man-ling1, ZHANG Jun-song1,3(), WANG Hong-liang2, ZHANG Jia-yi2, WANG Jing4, XU Ming-liang5   

  1. 1. School of Information and Communication Engineering, Communication University of China, Beijing 100024, China
    2. School of Advertising, Communication University of China, Beijing 100024, China
    3. School of Electronic Information Engineering, North China Institute of Science and Technology, Beijing 101601, China
    4. School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China
    5. School of Computer and Artificial Intelligence, Zhengzhou University, Zhenzhou Henan 450001, China
  • Received:2023-06-19 Accepted:2023-09-07 Online:2023-12-31 Published:2023-12-17
  • Contact: ZHANG Jun-song (1985-), lecturer, Ph.D. His main research interests cover intelligent audio-visual technology, mine safety engineering. E-mail:cuczjs@ncist.edu.cn
  • About author:

    JIN Cong (1986-), associate professor, Ph.D. Her main research interests cover reinforcement learning, music artificial intelligence and audio signal processing. E-mail:jincong0623@cuc.edu.cn

  • Supported by:
    National Natural Science Foundation of China(62207029);Research on the Design of Full Media Communication of Intangible Cultural Heritage;Ministry of Education Humanities and Social Sciences Research Project - Ministry of Education Humanities and Social Sciences Planning Fund Project(22YJA760079);Research on the Generation Method of Chinese Traditional Design Elements Based on AI Technology(CUC23GZ008)

Abstract:

ChatGPT has attracted cross-disciplinary interest due to its capabilities in conversation and reasoning skills. New Year paintings are a vital component of China's intangible cultural heritage, historically serving as a primary means of publicity. As a form of commodity production, it holds immense publicity and economic value. In the modern society dominated by science and technology, the preservation and development of China's intangible cultural heritage has encountered three major challenges: economic development, technological updating, and cultural changes, resulting in issues such as a lack of inheritance, difficulties in innovation, and inadequate protection. In order to promote and develop traditional Chinese arts, an idea was envisioned: could we combine the conversational capabilities of ChatGPT with traditional arts from the realm of intangible cultural heritage? Based on this idea, we constructed a system called the dynamic intangible cultural heritage New Year paintings generation system (DynaArt ChatGPT). DynaArt ChatGPT could extract the keywords from the samples provided by ChatGPT and then generate a description related to those samples based on the keywords. The description was then input into the Lumen5 model, which could generate the corresponding dynamic video according to the provided description. Experiments demonstrated that this dynamic painting generation system could offer a new interpretation of some well-known Chinese folktales.

Key words: DynaArt ChatGPT, ChatGPT, Lumen5, Shaanxi Fengxiang opera New Year paintings, Tianjin Yangliuqing New Year paintings

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