Tag: image to image translation

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,…


Beauty2Normals Neural Network

One of my favorite aspects of VFX is compositing CG, especially doing vector math and tricks with tech passes to finish off a shot. Often when I’m working with a compositing team, I find myself wishing we could do the same tricks on the plate as we can with the CG elements, like just break…