Diffusion Models

This work was part of a term paper / project for the UMC203 Introduction to AI and ML course at IISc.

Contributors

Om Prakash Choudhary
Himesh Kumar Anant
Jithendra Rao Kasibhatla
Keval Pithadiya

Models Trained

We trained Denoising Diffusion Probabilitic Models using the HuggingFace diffusers library for the clean image prediction and the noise prediction objectives on the below datasets and image sizes

CIFAR10 (32x32)
CelebA (32x32)
CelebA (128x128)
MNIST (32x32)

The trained models can be downloaded from this Google Drive link: https://drive.google.com/drive/folders/1HmLK4hkkI6-Fl6vaHyX05PBe8U2FWl5E?usp=drive_link