AI-Driven Animation Creation: Application Exploration and Potential Risks

• Published in: 2024 5th International Conference on Artificial Intelligence and Data Sciences, AiDAS 2024 - Proceedings
• Main Author: Li Y.; Harun A.; Rao D.
• Format: Conference paper
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2024
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209642376&doi=10.1109%2fAiDAS63860.2024.10730166&partnerID=40&md5=da11b105fbf6625357aa1a4ff6e0e4f6

With the advent of the intelligent era, people have begun to explore how to use AI technology to create animation. This paper introduces the application of three AI tools, Stable Diffusion (SD), Volcano Engine (VE) and Runway (RW), in animation creation, and explores how these tools can improve the efficiency of creation, enrich the creative expression and reduce production costs. It has been found that the AI-driven animation production process can assist humans in automating the process, speeding up the production of works, maintaining artistic expression to a certain extent, and providing new ideas for creating animation. However, with the popularity of AI technology comes some potential risks and challenges, including content homogenization, technology misuse and copyright attribution. By analyzing examples of current AI practices in animation production, this study demonstrates the effectiveness of the practical application of AI technology in animation creation. It presents preliminary suggestions for addressing these risks. The results show that although AI technology is driving animation creation in the direction of greater diversity and individualization, its widespread application requires careful consideration and planning at both the technical and ethical levels, so as to avoid and resolve the risky issues it may raise. © 2024 IEEE.