Image Upscaler - https://imageupscaler.com - is smart tool to upscale image without loosing quality. When we increase image resolution it is always exist question how to estimate new pixels, that have been added. The general old school approach - is to compute it as avaraging from neighbor pixels, but in that case image look like stretched image and it has blur effect.
In approach on Image Upscaler website we use convolutional neural networks (GAN) to approximate pixel and thanks for that images save their quality, they have no blur effect and looks more natural.
Firstly, GAN Generative Adversarial Networks has been trained on big photo database. It helps to the algorithm to understand how the natural object looks like in real word. When you upload the image, 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 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 upscaled and blurred. 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