To solve this problem, Gigapixel AI’s neural networks are continuously trained on a wide variety of sample images to understand how photorealistic detail looks. Most upscaling algorithms don’t know how to accurately fill in missing pixels, so you end up with blocky low-quality results. Gigapixel AI helps you do a single thing very well: increase image resolution in a natural way.