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Choose a photo, pick a mode - Quick upscale 2x (about 8 MB model) or Restore & upscale 4x (about 55 MB model, also removes JPEG artifacts) - and click the button; the long edge is resized to 512px before processing so the AI model finishes in a reasonable time even on a large photo.

Example - low-res input and the 2x-upscaled result (generated ahead of time with the same on-device 2x model this page runs; your own photo is processed live in your browser):

Low-resolution 120 by 90 pixel example photo before upscaling
Before - 120x90
The same example photo after the on-device 2x AI upscale, 240 by 180 pixels
After - 240x180, upscaled on-device

Restoring or upscaling a photo takes three steps:

  1. Choose a photo - the original previews immediately, before any processing starts.
  2. Pick 2x or 4x and click the button - the first run downloads that mode's model once (about 8 MB for 2x, about 55 MB for 4x; cached offline after that). The 4x mode sharpens, denoises, and upscales; the 2x mode is a quicker plain upscale.
  3. Download the result - the photo is processed entirely in this browser tab and is never uploaded to a server.

AI Photo Restoration


Sharpen, denoise, and upscale a blurry or compressed photo - 2x or 4x - right in this browser - no upload, no app to install.

Modes and first-run download

The first run downloads the model for the mode you picked once (about 8 MB for 2x, about 55 MB for 4x; cached offline after that); on the WASM fallback (no WebGPU) the 4x mode can take up to a minute to finish - the original photo previews immediately while you wait.

Private by design

Everything runs locally via Transformers.js / ONNX Runtime Web - the photo is never uploaded to a server; only the model weights load from the Hugging Face hub.

If something in the frame should go before you enlarge it - a stray object, a photobomber, a watermark - the object remover erases it first, the same way: entirely on your device, no upload.

Black-and-white originals pair the same way in the other direction: restore and upscale here first, then hand the clean scan to the photo colorizer to add predicted color - also fully on-device, no upload.

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Tags: #image-editing

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Frequently Asked Questions

What does AI Photo Restoration do?

Sharpen, denoise, and upscale a blurry or compressed photo - 2x or 4x - right in this browser - no upload, no app to install.

Can I use this as an AI image upscaler?

Yes. The Quick upscale 2x mode is a plain AI image upscaler for reasonably clean photos (about 8 MB model, several times faster), and the Restore & upscale 4x mode enlarges while also removing blur and JPEG blocking artifacts (about 55 MB model, slower). Both run entirely in your browser - the photo never leaves your device.

When should I reach for ai photo restoration?

When a photo is too small, too blurry, or shows JPEG blocking - before printing it, zooming in on it, or reusing it at a larger size. The original previews immediately; the first run downloads the model for the mode you picked once (cached offline after that), and on the WASM fallback (no WebGPU) the 4x mode can take up to a minute.

Does it repair scratches or colorize old photos?

No. These are fixed 2x/4x super-resolution models - they sharpen, denoise, and enlarge, but they do not remove scratches, tears, or stains, and they do not colorize a black-and-white photo.

What complementary tools work well alongside ai photo restoration?

The object remover erases a distraction from the frame before you upscale, and the face blur tool hides who someone is - both run on-device with no upload, like this page.

Which mode: quick 2x upscale or 4x restore?

Pick Quick upscale 2x when the photo is reasonably clean and you just need more pixels - a small avatar, an old web image, a picture you want to print larger. Its model is about 8 MB and runs several times faster than the 4x one. Pick Restore & upscale 4x when the photo is blurry or was saved with heavy JPEG compression: that model also removes blocking artifacts and sharpens edges while quadrupling the resolution. Neither mode repairs physical damage - scratches, tears, and stains stay - and a black-and-white photo stays black-and-white.