Inpainting is a process of image restoration, the idea is to fill the damage, deteriorated or missing part of an image to present a complete image. It can also be used to remove unwanted parts in an image.<p>Deep learning based approaches use GANs to inpaint. This requires significant amount of training. The proposed tool quickly inpaints by solving a PDE on graphs.