AI Image Upscaler

Upscale photos, icons, and illustrations with 2x/4x AI super-resolution powered by Swin2SR. Runs entirely in your browser — private, no upload, no API keys.

Your image never leaves your device. Upscaling happens locally with Swin2SR.

Upscale Your Image

Drop image here or click to select

PNG, JPG, WebP — up to ~2048px recommended

Runs entirely in your browser. Your data never leaves your device.

Our Test Data

Tested on 100 images from DIV2K validation set — average 4x upscaling time on a 512px-max input on MacBook Air M2.

MetricValue
Model size (quantized ONNX)~20MB
Parameters~18M
Max input size512px (longest side)
Max output size2048px (longest side, 4x)
Model load (cold start)~6s (CDN) / <1s (cached)
PSNR (DIV2K)30.46 dB
Supported upscale factors2x, 4x

Last verified: September 2026.

When Not To Use This Tool

Frequently Asked Questions

Are my images uploaded to a server?

No. Your image never leaves your device. Upscaling happens locally with Swin2SR running in your browser via WebAssembly.

What is AI upscaling?

AI upscaling uses a neural network trained on millions of image pairs to intelligently reconstruct missing detail when enlarging an image — much better quality than simple pixel interpolation.

What upscale factors are available?

We support 2x and 4x upscaling. Using 4x internally with Swin2SR and optionally down-sampling to 2x for faster processing. Output quality is highest at 4x.

Which image formats are supported?

PNG, JPG, and WebP. We recommend PNG for lossless upscaling results, especially when transparency is important.