An official pyTorch port of the pix2vertex paper from ICCV2017
Evaluation code for Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation. Finally ported to PyTorch!
What's in this release?
The original pix2vertex repo was composed of three parts
A network to perform the image to depth + correspondence maps trained on synthetic facial data
A non-rigid ICP scheme for converting the output maps to a full 3D Mesh
A shape-from-shading scheme for adding fine mesoscopic details
This repo currently contains our image-to-image network with weights and model to PyTorch and a simple python postprocessing scheme.
The released network was trained on a combination of synthetic images and unlabeled real images for some extra robustness :)