In this notebook we build a very simple Diffusion Model for generating car images using the Stanford Car dataset.
You are expected to follow the instructions given in the specifications word doc and modify the coding cells as directed. Your explanations should be in text blocks following the code.
Sources:
- Github implementation Denoising Diffusion Pytorch
- Niels Rogge, Kashif Rasul, Huggingface notebook
- Papers on Diffusion models ([Dhariwal, Nichol, 2021], [Ho et al., 2020] ect.)