Welcome to the Simple-Inpainting
I have added some images to the repository to show how well it performs.
Bitmap InputBitmap = (Bitmap)Bitmap.FromFile("parrot_original.bmp");
Inpainting inp = new Inpainting();
Bitmap result = inp.DoInpaint( InputBitmap, 50, Color.Black);