Generative AI Processes for 2D Platformer Game Character Design and Animation

Abstract

AI has the potential to revolutionize the time-consuming and technically complex process of 2D animation production. This paper specifically focuses on creating 2D character animations for platformer games using AI. While AI has made significant contributions to video animations, its application in 2D gaming animation is largely unexplored. Existing AI applications for animation mostly target video animations and lack effective control over randomness. Therefore, this paper explores the role of generative AI in 2D gaming animation, from character design to full animation. Software tools like ChatGPT, Midjourney, Stable Diffusion, and Unity are used to streamline the production process. The research aims to investigate the feasibility and potential of generative AI, with a focus on controlling randomness. By leveraging the unique features of each software, the study aims to enhance the production of 2D game animations. The final output will be an animated character in the Idle state, showcasing the potential of generative AI in 2D gaming animation.