What modern methods exist for denoising and deblurring images? Yes, I haven’t forgotten how to Google and spent a lot of time searching for the code of a neural network that would not have been created 5 years ago, but I didn’t come up with much. The idea is to create a modern neural network to remove noise and blur from astronomical images. There are already a couple of options on the market, but they are paid and not available to the average user, or not trained on astronomical data.