Image Upscaler - is a smart tool to upscale image without losing quality. When we work with image enlargement we usually meet problems with creating new pixels that have been added. Standard approach gives a blur effect in the image, if we estimate pixels as average of neighboring. And in that case the image looks like a stretched image and it has a blur effect. In approach on Image Upscaler website we use Deep Learning GAN - generative adversarial network to approximate pixels. In this approach images save their quality, they have no blur effect and looks more natural like in real word if you make photos with better camera. Firstly, GAN Generative Adversarial Networks have been trained on high photo databases. It helps to the algorithm to understand how the natural object looks in real life. When you upload an image, AI Image Upscaler scans it, and generate new pixels for bigger image, and this pixels looks like they should be in real world. As a result, you get a higher resolution image.
You can upscale images in JPG, JPEG, PNG formats. Image Upscaler works with any image, but you will get a better result using photos that were not previously blurred or upscaled. The website shows better results on animes, logos, cartoon pictures, or any other synthesized image.
Website have 3 function:
- AI image uscale (main)
- jpeg artifacts removing
- unblur image;
- colour enhancement (expected soon)
