Desktop Optimized (GPU Required)
Running Locally via WebGPU

Swin2SR Photo Restoration

Restore old, damaged, or compressed photos using Swin Transformers. Fixes JPEG artifacts and noise while upscaling.

Swin2SR Realworld x4

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Drag & drop your image here

Supports JPG, PNG, WEBP

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Running locally via WebGPU
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Professional Photo Restoration

Swin2SR (Swin Transformer for Image Super-Resolution) is not just an upscaler; it is a restoration engine. While other tools focus only on sharpness, Swin2SR focuses on fidelity—making the image look natural and clean.

It is powered by "Vision Transformers" (the same technology behind GPT-4), allowing it to understand the global context of an image. This makes it the world's best free tool for fixing "Real-World" degradations like camera noise, grain, and compression blocks.

The "Real-World" Problem

1

Social Media Compression

Images downloaded from Facebook, WhatsApp, or Twitter are often full of ugly "blocks" (JPEG Artifacts). Swin2SR detects these artificial blocks and smooths them out perfectly.

2

Old & Grainy Scans

Scanned family photos often have high ISO noise or paper texture grain. This AI denoises the image intelligently, preserving the face details while removing the static.

3

Soft Blur Correction

If your photo is slightly out of focus or has minor motion blur, Swin2SR can sharpen the edges to make the subject pop.

Upscaler vs. Restoration: Which one do I need?

Many users get confused between RealESRGAN and Swin2SR. Here is the simple rule:

Use RealESRGAN if:

Your image is clean, digital (like anime/logos), and you just want it BIGGER and SHARPER.

Use Swin2SR if:

Your image is "bad" (noisy, blocky, old, blurry). You want to FIX it, not just resize it.

*Note: Because Swin Transformers are complex, this model requires more processing power than standard upscalers. Please be patient; the quality is worth the wait.

Technical Specs

Version1.0.0
Categoryimage
Processing Client-Side
AuthorMarcos V. Conde, Ui-Jin Choi, et al.
  • 100% Private

    Data is processed in RAM and never leaves your browser.

  • Unlimited Usage

    No credits system. Use the tool as much as you want.

  • Professional Quality

    High-fidelity output suitable for commercial use.

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