S3-DDPM

Paper: Self-fusion Simplex Noise-based Diffusion Model for Self-supervised Low-dose Digital Radiography Denoising

Authors: Yanyang Wang, Zirong Li, Jianjia Zhang and Weiwen Wu

Date : 11-07-2023
Version : 1.0

Requirements and Dependencies

pip install -r requirements.txt

Training

To train a model, run `python3 diffusion_training.py ARG_NUM` where `ARG_NUM` is the number relating to the json arg
file. These arguments are stored in ./test_args/ and are called args1.json for example.

Test Demo

python evaluation.py ARG_NUM