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

  • jpeg-artifact-removal
  • image-restoration
  • compression-artifact
  • clean
  • gpu-light
  • fast

Alternatives in Image Restoration

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