The page positions the work around the control limitations of state-of-the-art video generation, noting that explicit geometry and scene constraints are hard to guarantee with pure generative approaches. RealMaster addresses that gap by taking rendered scenes as input and re-realizing them with a more photorealistic finish. The result is a system that sits between rendering and video synthesis.
RealMaster is a good reference for workflows that need scene-faithful video with stronger realism than raw rendering can provide. It focuses on scene retention, visual fidelity, and practical photorealism rather than unconstrained generation.
