tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow

Generative Adversarial Networks (GANs) have been on a tear these last few months, providing rapid advances particularly in the field of realistic image generation. This application to fluids is interesting not only because it extends the architecture into 3D but also for what it allows. It’s long been desired to use low resolution proxy layout…Read More

From VFX project management to predictive forecasting

Identifying potential areas where machine learning can have a direct impact on visuals is especially easy, not least because there is so much focus currently on analysis and synthesis of image data. But there are opportunities to streamline many other aspects of the visual effects pipeline, allowing more efficient use of finite resources (such as…Read More