Machine-Learning Denoising in Feature Film Production

We present our experience using machine-learning denoising on animated feature films like Pixar's "Toy Story 4," Disney Animation's "Ralph Breaks the Internet," and Industrial Light & Magic's visual effects work. We discuss how we evolved the R&D code of last year's SIGGRAPH paper into a practical production tool.