An exact meshing solution from neural networks
AnalyticMesh
Analytic Marching is an exact meshing solution from neural networks. Compared to standard methods, it completely avoids geometric and topological errors that result from insufficient sampling, by means of mathematically guaranteed analysis.
This repository gives an implementation of Analytic Marching algorithm. This algorithm is initially proposed in our conference paper Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks, then finally improved in our journal paper: Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching.
Our codes provide web pages for manipulating your models via graphic interface, and a backend for giving full control of the algorithm by writing python codes.
First please download our codes:
git clone https://github.com/Karbo123/AnalyticMesh.git --depth=1
cd AnalyticMesh
export AMROOT=`pwd`
Backend
Backend gives a