Innovative Approaches to Generative AI in CG Animation Production

Abstract

Generative AI is a technology based on algorithms and models that generates content such as text, images, sound, video, and code. Unlike traditional AI's analytical functions, generative AI can learn and produce new content with logical coherence. In CG animation production, animators undertake extensive creative image work. Theoretically, integrating generative AI into CG animation by leveraging its characteristics can enhance traditional production efficiency. Therefore, this paper uses 2D CG animation as an example to explore the potential integration of generative AI across three phases: pre-production, mid-production, and post-production.