A simple implementation of a diffusion model based on the below papers. This model was trained on StanfordCars dataset
The papers that were used to develop the model:
1- Denoising Diffusion Probabilistic Models: https://arxiv.org/pdf/2006.11239.pdf
2- Diffusion Models Beat GANs on Image Synthesis: https://arxiv.org/pdf/2105.05233.pdf
Link to the dataset: http://ai.stanford.edu/~jkrause/cars/car_dataset.html