Image Generation with Inpainting

  • Image inpainting is a task of predicting arbitrary missing regions based on the rest of an image
  • To correctly predict missing regions, networks are required to learn the common knowledge including the color and structure of the common objects
  • Only by knowing this knowledge, networks are able to infer missing regions based on the rest part of the image.