Sketch-to-Face Image Translation and enhancement using a Multi-GAN approach

Abstract: Image to Image Translation using GANs has been introduced for a few years now, and newer methodologies keep originating daily. Our method combined two approaches to generate accurate and more precise results. First, we use inpainting in the Contextual GANs model followed by Generative Facial Prior GAN (GFP GAN) for image enhancement to give realistic results of a face for the sketch input.