Simple Denoising Diffusion Probabilistic Model for 2d data points
License: MIT License
This repository contains an implementation of Diffusion model from "Denoising Diffusion Probabilistic Models" paper : https://arxiv.org/abs/2006.11239*
Instead of applying diffusion model on images, we apply it on differents 2d data
points distibutions.
Distributions are created from black and white images stored in images/
by image_to_toy_dataset() from src directory.
Hi,
This project is beneficial for me as a beginner of the DDPM. However, I cannot reproduce the result without any changes. Could you provide the requirements so that I can match the packages used in the project? Thanks.
Figure 1. Cannot generate the circle image using the original code.
Figure 2. Therefore, I produce a new circle in this way.
Figure 3. Using the above new circle as data, the results are bad.
Best,
Qunxi
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