DogFusion: Dog Image Generation via Diffusion Model and Classifier-free Guidance

Hoang Khoi Do^*,

Hanoi University of Science and Technology

Code

About

This project is for learning and understand Denoising Diffusion Probabilistic Model and Classifier-Free Diffusion Guidance. The model is trained on ImageNetDogs dataset with 120 different types of dogs and 20000+ samples. The generation image size is 128*128.

MY ALT TEXT

System Methodology

Sample Generation at step 100000.

Sample Generation at step 50000.

DogFusion - V0 - FID: 159 (50 samples)