Image Inpainting Using Generative Adversarial Networks

Abstract

There is need to recover the damaged photographs, ancient paints, etc. Damage may occur due to several causes such as overlaid text, scratches, and scaled image to recover the image from such cases and providing a good looking photograph using a technique called inpainting. This term inpainting is also called as the observer does not know the original image. This inpainting has been done by professional artists. However, we did not get the pure accuracy and quality if it was done by manually and also more time-consuming process.