Smart Upscaler solves a specific problem: you have an image that is too small or too soft, and ordinary resizing just makes it blurry. Icons8's approach is super-resolution driven by deep learning, which analyses the image and reconstructs plausible detail — sharper edges, finer textures, cleaner lettering — instead of magnifying existing pixels. The company says the model was built on analysis of more than five million images, and that the training set keeps growing through both synthesized data and new photography.
There are three ways to use it. The web tool is best for occasional files: upload, process, download. The GoProd Mac app bundles background removal with upscaling for people who do this every day and want it faster than a browser round-trip. The Upscaler API at developers.icons8.com is aimed at teams who need automated, high-volume processing wired into their own pipeline.
Pricing is structured around volume rather than seats. A prepaid package starts at $10 for 50 images that you can use whenever you like, a limited subscription offers 100 images per month for $9 with rollover credits, and an unlimited subscription runs $99 per month for any number of images. Because uploaded files are retained securely, you can revisit your history and re-download an enlargement later without burning GPU time again — and Icons8 states explicitly that your pictures are never used for machine learning and are not shared or showcased. Source files in JPEG or PNG below 3000×3000 work best.
