ELI5: Explain Like I'm 5

Deep image prior

Deep image prior is a fancy name for a special computer program that can help fix blurry or noisy pictures. Imagine you're drawing a picture with a grey pencil and sometimes it gets smudged or a little bit blurry. Deep image priors use artificial intelligence to help clean up those smudges and blurs automatically so that your picture looks smooth and clear.

Just like how you need to learn how to draw well, deep image priors need to be trained on lots of pictures to learn how to fix them. The program looks at many blurry or noisy pictures and figures out how to make them clearer and less noisy.

When you want to use a deep image prior, you give it a blurry or noisy picture and it automatically works on making it clear and smooth just like magic. It's like having a friend who is really good at cleaning up messes who always knows exactly what to do.

Overall, deep image priors are a helpful tool for making your pictures look better and are often used in photo editing programs or for scientific research projects where clear and accurate images are important.