Tag: vfx

Reverse Matchmove GAN

At some point, most of us have needed to adjust a camera move in 3D. I’ve seen it done every way, from blocking out projection geometry to allow a slight camera nudge, all the way to building an entire photo-real CG set and rendering a different camera path from scratch. A couple of GAN papers…


Lighting Swap CycleGAN

With the recent revamp of texture extraction/projection and photo modeling techniques rippling through the industry (and a general thirst for more information), the amount of photographs coming back from the set has increased steadily over the past couple years. Since having an abundance of data is a crucial requirement to set up a deep learning problem,…


Neural Network for Generating HDRIs

Every lighting TD has been given a shot to light with no lighting reference or information from set to help determine the illumination before, this is the fun part of our job right? Not to producers, man-days go up and profit goes down. VFX supervisors also generally like when the most accurate onset data can…