Single-Image Super-Resolution for Anime-Style Art using Deep Convolutional Neural Networks. An upscaling and noise reduction algorithm specifically designed to work on 2D anime-style art. Like any other form of third-party upscaling, third-party Waifu2X upscales are only accepted if the original version is not available, and should be flagged/deleted if the original picture is uploaded.