This is the Linux app named VRN whose latest release can be downloaded as vrnsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
VRN
DESCRIPTION:
The VRN (Volumetric Regression Network) repository implements the “Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression” method. Instead of explicitly fitting a 3D model via landmark estimation and deformation, VRN treats the reconstruction task as volumetric segmentation: it learns a CNN to regress a 3D volume aligned to the input image, and then extracts a mesh via isosurface from that volume. The network is unguided (no 2D landmarks as intermediate). The mesh surfaces can be textured (in MATLAB branch) and colored.
Features
- Direct volumetric regression of 3D face (no landmarks)
- Mesh extraction from isosurface of predicted volume
- Optional texture / color mapping in MATLAB mode
- Docker container provided for easy CPU deployment
- GPU acceleration via CUDA / cuDNN
- Compatibility with Python / MATLAB based rendering / visualization
Programming Language
MATLAB
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/vrn.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.