So Image Upscaler - https://imageupscaler.com - is smart image enlarger. When we increase image resolution it is always question hot to estimate new pixels, and standard approach - get average from neighbor pixels in that case image look like stretched image and it has blur effect. In approach on Image Upscaler website we use deep learning (GAN) for pixels evaluation and thanks of that image save quality have no blur and looks natural.
First, GAN Generative Adversarial Networks (GAN) has been trained in a tremendous photo library. It helps the app to understand how the land, buildings, etc should look like. Now, when you upload the picture, Image Upscaler scans it, understands what the object is, and then draws the rest of the pixels. As a result, you get a higher resolution photo. You can enlarge images in JPG, JPEG, PNG formats. Image Upscaler works with any image, but you will get a better result using pictures, that were not previously upscaled. The website shows better results on logos, cartoon pictures, animes or any other synthesized image. Website have 3 function: - image enlargement (main)
- jpeg artifacts removing - deblurring