abdallahdib/NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

Jupyter NotebookPythondeep-learningoptimizationgraphicspytorchfaceface-recognitionface-detectionraytracingspherical-harmonics3d-graphicsface-reconstructiondifferentiable-rendering3d-face-reconstructionshape-from-shadingmorphable-modeldifferentiable-programminginverse-renderingshape-from-imagereflectance-from-image
This is stars and forks stats for /abdallahdib/NextFace repository. As of 18 Apr, 2024 this repository has 594 stars and 81 forks.

NextFace NextFace is a light-weight pytorch library for high-fidelity 3D face reconstruction from monocular image(s) where scene attributes –3D geometry, reflectance (diffuse, specular and roughness), pose, camera parameters, and scene illumination– are estimated. It is a first-order optimization method that uses pytorch autograd engine and ray tracing to fit a statistical morphable model to an input image(s). A demo on youtube from here: News 19 March 2023: fixed a bug in the optimizer where the...
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