CPC G06T 13/40 (2013.01) [G06T 13/80 (2013.01)] | 20 Claims |
1. A method for generating a digital avatar from a two-dimensional (2D) input image in accordance with a first machine learning (ML) model and a second machine learning (ML) model, the method comprising:
determining a latent code for the second ML model, based at least on the 2D input image, the determining the latent code for the second ML model comprising:
executing a GAN inversion optimization algorithm for the first ML model to determine a latent code for the first ML model; and
executing a GAN inversion optimization algorithm for the second ML model to determine the latent code for the second ML model; and
generating, via the second ML model, three-dimensional (3D) data and color data representing the digital avatar in accordance with the latent code for the second ML model.
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