Escape Studios shared a talk by Valentine Kozin, Lead Technical Artist at Rare who gave an overview of existing open-source deep learning frameworks for media synthesis. The specialist in deep learning discussed how such approaches could be applied to VFX and CGI pipelines.
The video discusses the tech that is currently available for use, including StyleGAN and paired datasets, plus covers problems in VFX and Tech Art that can be solved with deep learning. Kozin talked about generating data-sets and training custom models to solve specific problems, covering some peculiar cases.
Want to learn more about deep learning and StyleGAN? Check out a paper by NVIDIA:
