Is there any outpainting AI in development that you can train with specific material so that it learns how to outpaint it?

Let's say I would like to extend frames from a certain cartoon or anime. It'd be cool if I could collect and organize frames of the same characters and locations and then teach the model how to outpaint by recognizing what it sees like the art style and familiar buildings or characters that are cut off.