chrisfinlay / ddpm

Denoising Diffusion Probabilistic Model (DDPM) for Deep Learning Course at UniGe

This repository holds the code for a DDPM project to generate images from the FashionMNIST dataset.

Requirements

pytorch torchvision pytorch-fid tqdm matplotlib

Noising (Forward) Process

Denoising (Reverse) Process

Presentation link

Google Slides