My solution is written in colab DiffusionModel-DeepLearningAI-Pytorch.ipynb
It took me around 8 hours to implement it and 2 hours are spent on gathering the proper data. Throughout the process I learnt:
- The details of DDPM and DDIM algorithm and how diffusion model works
- Manipulating image data for diffusion modeling and demonstration purpose
- classifier-free guided diffusion to let the model generate,
divisible by 3digits.
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