I've made an effort to explain and visualize everything in a clear and accessible manner. The materials below are presented in what I believe is the most user-friendly order for understanding. I have avoided technical details and focused on the visual aspect of the project.
- In this note, you'll find brief technical explanations regarding visualization nuances.
- Here, you can find visualizations for the simplest restorator. The
single-pass restoratorattempts to restore an image in a single pass. The visualization demonstrates that it is not as straightforward as it may seem. - Here, you'll find visualizations for the
diffusion restorator. From a technical standpoint, this is the most complex model in the project. It utilizes intricate mathematical constructs and incorporates numerous implementation nuances.