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Which repair type to pick: Smart Repair or a scene

Quality Repair offers Smart Repair, which restores faces on its own, and Special Scene Repair for anime, night shots, and restoration. Each fails in its own way on the wrong footage. Here is how to pick before you export.

The short answer

Pick the Smart Repair card for most footage: it cleans, rebuilds detail, and restores faces in one pass. Open the Anime card for cel lines, Night & Low Light for dark noise, and Colorize B&W for black-and-white. Haze, rain, and heavy grain stay inside Quality Repair.

Current Quality Repair workspace with scene-type controls — layout screenshot, not a model bake-off
Current desktop screenshot. Scene type is a prior, not a claimed win against another vendor's weights.

Why one model cannot cover it

  • A natural-photo prior invents grain inside flat anime fills and softens the line
  • A prior that ignores faces tends to plasticize them — the one region viewers police. Smart Repair restores faces as part of the pass
  • Night noise looks like "detail" to a daylight prior, so a generic run can get dirtier

What each prior is for

Four cards: Smart Repair for everyday footage and faces, and the Special Scene Repair types for anime, night scenes, and restoration (dehaze, rain removal, colorize, film grain), with target footage and what each preserves.

Smart Repair or a scene — match the type to the source

No single button fits every kind of damage. Pick by the main problem in the picture.

Default choice

Smart Repair

Real-world footage · faces included

Cel & Graphics

Anime

Special Scene Repair · crisp cel lines & flat fills

Low-light & ISO

Night Scene

Special Scene Repair · high-ISO noise kept off the lights

Old & damaged footage

Restore scenes

Special Scene Repair · dehaze, rain, colorize, film grain

Each repair type loads a distinct prior — choose by source characteristics, not a single generic upscale run.
  • Smart Repair — default for messy real-world plates: old exports, screen recordings, social re-encodes. It adjusts to the source and restores faces in the same pass; start here when unsure
  • Faces — no separate type: Smart Repair restores them, whether the person fills the frame or stands small in a wide shot. Interviews, family, wedding faces start there
  • Special Scene Repair → Anime — protect hard edges and clean flats, which a natural-photo prior tends to break
  • Special Scene Repair → Night Scene — separate grain from structure before rebuild. Concerts, surveillance-like ISO, night streets
  • Special Scene Repair → Dehaze, Remove Rain, Colorize, Film Grain Removal — the archival fixes. Full order lives on restore old video

A short decision chain

  1. Person is the subject → Smart Repair (it restores faces)
  2. Animation / illustration → the Anime card
  3. Dark and noisy → the Night & Low Light card
  4. Everything else → Smart Repair, then 1s/3s/5s after download if two candidates are close
  • Priors rebuild plausible detail, not lost photons — see 480p to 4K
  • Mixed live-action + heavy illustration: pick the subject. There is no perfect hybrid
  • Unread text still cannot be guessed. Where a scene offers a slower tier, it buys time, not legible letters

Read the preview before the long run

The prior is the choice that sets the training bias under the pass, and no other setting undoes it. Run Special Scene Repair's Night Scene on a daylight interview and the model treats pores and stubble as grain it should separate. On a 5-second preview the shadows look busier and the cheek looks slightly waxy. That is a cue to switch priors and preview again.

Smart Repair is still the sensible starting point for mixed footage: a screen recording, an old export, a social re-encode, or a face that fills the frame, since it restores faces in the same pass. Anime is the right choice when the picture is flat color areas with hard ink lines; a natural-photo model invents speckles inside those flat areas and softens the lines. Night Scene is the right choice when the noise is the damage, not a texture you meant to keep. Dehaze, rain removal, colorize, and film grain belong to the restoration path. They aren't a fallback to grab because the first options looked similar.

  • Edges: the line should stay a line. A bright rim means the prior is inventing an outline
  • Flats: anime fills and quiet skies should stay quiet. New speckles there are invented texture
  • Faces: waxy cheeks or a smeared tooth line mean the output size outran the source, or a scene type ran on live action. Step the resolution down, or go back to Smart Repair
  • Noise: if the shadows got busier, a daylight prior treated grain as detail worth rebuilding
  • Text: letters that could not be read stay unreadable. No prior rebuilds a glyph the source did not contain

When two candidates look close, don't blend them in your head and hope the export lands in between. Export is the paid step on pricing; the 1s/3s/5s preview after download is where you rule out the wrong model, with no account. A live-action shot with a heavy illustrated overlay still has no hybrid that serves both. Pick what the shot is really about, preview that model, and accept that the other areas will look slightly less good. That compromise costs less than running the illustration model over real skin. These models rebuild plausible detail; they can't return light the sensor didn't record. A clean but small source only needs Smart Repair, which has no tiers. A crushed night street wants Night Scene first; then decide whether its General tier is worth the extra minutes over Fast. Anime is the only scene with a High Quality tier. Switching models is cheaper than moving up tiers: a 1-second preview comparing Smart Repair and Anime on the same illustrated frame tells you more than a 5-second preview of the slowest tier on the wrong model. The repair type decides the result; the tier decides the time.

Try It on Your Own Footage

Download KwaFlux and preview effects on your own footage for free before you pay — no account needed, and your media is processed on your GPU, not uploaded for processing. Video previews run 1, 3, or 5 seconds; stabilization previews run 5, 15, or 30 seconds.

Frequently asked questions

Do faces need a separate repair type?

No. In the current version, Smart Repair restores faces automatically, whether the person fills the frame or is a small figure in a wide shot. Keep the output size within what the source can hold, and compare a close-up on a short preview.

Can I use the Anime scene on live-action footage?

You can, but it isn't made for it: Anime pushes real texture toward clean flat areas and hard lines, so faces start to look fake. Use Smart Repair for live action.

Does the wrong repair type destroy the original file?

No. Processing is non-destructive. The export can look worse. That is what free 1s/3s/5s previews are for.

Sources

  1. Dong et al. (2014), Image Super-Resolution Using Deep Convolutional Networks (accessed 2026-10-11)
  2. Wang et al. (2021), Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data (accessed 2026-10-11)
  • tutorial
  • AI Video Enhancer
  • super-resolution
  • upscaling

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KwaFlux writer and editor. Articles are reviewed by the KwaFlux editorial team and based on our product research notes and published specifications.