CPC G06T 13/40 (2013.01) [G06F 17/15 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); G06T 19/006 (2013.01)] | 19 Claims |
1. A computer-implemented method for rendering an image that includes at least one character, the method comprising:
determining, by one or more computing devices, pose information for a first character based on a control signal; and
inputting the pose information and three-dimensional (3D) information associated with a 3D model of the first character into a trained machine learning model, wherein the trained machine learning model generates a rendered image of the first character based on the pose information and the 3D information, and wherein the trained machine learning model is trained based on a perceptual loss between images generated by the trained machine learning model and associated rendered images included in a set of training data.
|