The repository contains models for 3D porous media reconstruction from 2D slices.
Two different models are presented: GAN and DDPM.
Pipeline for GAN models training is listed in training_pipeline_GAN.ipynb .
Pipeline for DDPM models training is listed in training_pipeline_diffusion.ipynb .
Here are some results:
Gray-Scale:
Binarized images:
