SwinIR (JPEG) — Restoration AI Model
Rescues an over-compressed JPEG: the blocky squares and mosquito noise go, the picture underneath comes back. Pick the preset — 10, 20, 30 or 40 — that matches how badly it was crushed. Five to fifteen seconds.
Details
- CategoryRestoration
- Year2021
- LicenseApache-2.0
Compliance & Provenance
- ProviderOpen-source · Specialized
- EU AI Act RiskMinimal Risk
- Art. 50 TransparencyNot applicable
Inputs & Outputs
- ImageInput · image
JPEG-compressed source image with artifacts
- ImageOutput · image
Restored image with reduced compression artifacts
Tags
Alternatives in Image Restoration
- Image Colorization
Auto-colorize B&W photos (DISCO). 10-30s.
- Image Denoiser
Denoise photos (SwinIR). 5-15s.
- Motion Blur Removal (MSSNet)
Balanced motion-blur removal (MSSNet). 5-15s.
- Real-World Blur Removal
Diffusion-based deblur (highest quality). 1-3 min.