MSSNet — Deblur AI Model
MSSNet clears motion blur in stages across scales, which matters when one part of the frame is smeared and another is sharp. The middle option — better than the fast deblurs, quicker than DeblurDiff. 5-15 seconds.
Details
- CategoryDeblur
- Year2022
- LicenseProvenance uncertain — good-faith deployment based on public availability. Authors contacted 2026-07-19; awaiting response. Prompt removal on request per AI Policy §5.
Compliance & Provenance
- ProviderOpen-source · Specialized
- EU AI Act RiskMinimal Risk
- Art. 50 TransparencyNot applicable
Inputs & Outputs
- ImageInputimage
Motion-blurred source image
- ImageOutputimage
Deblurred output image
Parameters
- versionstringdefault RealBlurJoptions: GoPro, RealBlurJ, RealBlurR, S-GoPro, L-GoPro
Training-data variant
Which dataset the weights were trained on. 'GoPro' — original synthetic motion blur. 'RealBlurJ' (default) — real-world JPEG blur. 'RealBlurR' — real-world RAW blur. 'S-GoPro' / 'L-GoPro' — small/large variants. Pick 'RealBlurJ' for typical smartphone photos.
Tags
Alternatives in Image Restoration
- Image Colorization
Auto-colorize B&W photos (DISCO). 10-30s.
- Image Denoiser
Denoise photos (SwinIR). 5-15s.
- JPEG Quality Restoration
Remove JPEG compression artifacts (SwinIR). 5-15s.
- Real-World Blur Removal
Diffusion-based deblur (highest quality). 1-3 min.