Proceedings of the 2nd International Conference on Information Economy, Data Modeling and Cloud Computing, ICIDC 2023, June 2–4, 2023, Nanchang, China

Research Article

AI Animation: Principle and Creative Practice of the Stable Diffusion Model

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  • @INPROCEEDINGS{10.4108/eai.2-6-2023.2334612,
        author={Wenjuan  Chai},
        title={AI Animation: Principle and Creative Practice of the Stable Diffusion Model},
        proceedings={Proceedings of the 2nd International Conference on Information Economy, Data Modeling and Cloud Computing, ICIDC 2023, June 2--4, 2023, Nanchang, China},
        publisher={EAI},
        proceedings_a={ICIDC},
        year={2023},
        month={8},
        keywords={ai animation stable diffusion model principle animation creation},
        doi={10.4108/eai.2-6-2023.2334612}
    }
    
  • Wenjuan Chai
    Year: 2023
    AI Animation: Principle and Creative Practice of the Stable Diffusion Model
    ICIDC
    EAI
    DOI: 10.4108/eai.2-6-2023.2334612
Wenjuan Chai1,*
  • 1: Guangzhou Academy of Fine Arts
*Contact email: okeefe@163.com

Abstract

Through analyzing the principle of the Stable Diffusion model, this article discusses how to use the Stable Diffusion model to draw moving surfaces in digital animation, achieve innovative screen performance effects, and form a unique artistic style, By analyzing the Stable Diffusion component; Operating principle of Diffusion; Analysis of the principles of the Stable Diffusion model such as CLIP training, exploration of various artistic forms and styles of AI animation generation, and proposed animation production methods based on the principles of the Diffusion model.