Tag: neural network

AR Facial Pose Estimation

With the film industry beginning a shift toward virtual production, one of the next places for AI to make an impact is augmented reality. I’ve been curious about this for a while, so I decided to spend some time learning how to build my own AR system from scratch. My journey started with a realtime…


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…