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What changes

What actually changes in your photo

Three passes, in a fixed order, and a list of categories that are never altered in any of them. Every batch records which of these ran on which frame.

Computed, not generated

Geometry and lighting need arithmetic, not a model

These are solved on the pixels you uploaded. No model is involved, nothing is invented, and all of them collapse into a single resample — however many corrections stack, the image is resized once, so detail is not softened by repeated passes.

Lens distortion

Radial correction for the wide-angle bulge phones add

Roll

A tilted horizon rotated back to level

Vertical keystone

Walls that lean because the phone was tipped back

Exposure

In stops, in linear light

White balance

Temperature and the green–magenta cast from indoor bulbs

Shadow lift

Detail recovered from the dark end

Highlight recovery

Blown windows pulled back where the data survives

Contrast

A mild curve, not a filter

Capture sharpening

Applied once, at the end, at output size

Generated, inside a mask

Only two things ever call for new pixels

Removing an object leaves a hole, and something has to fill it. That is the one job generation is given, and it is confined to the regions the analyser marked — composited back through a feathered copy of that mask, so nothing outside them can reach the output.

  • Clutter the analyser detected — bins, laundry, cables, personal items on surfaces
  • Regions a styling pass was asked to restage, where you chose one

There are hard limits on how much of a frame this can touch: a region the analyser is less than 70% confident about is ignored, a single clutter region covering more than a quarter of the frame is rejected as a misread, and total edited area is capped.

Never touched

What the property is stays what the property is

These are excluded at any confidence, in any preset, even inside a region that is being edited. The line is between mess and condition: a coffee ring on a worktop is transient and gets cleaned, a damp patch on a ceiling is the condition of the building and survives untouched.

  • Walls, windows, doors, floors, ceilings and stairs
  • Fireplaces, fitted fixtures, worktops and major appliances
  • Room proportions, and the position of anything structural
  • Damp, mould, water damage, rot, cracks, subsidence
  • Peeling or blistering paint, and visible wear

Checkable

Your batch lists what happened, frame by frame

None of the above is worth much as a promise. Every batch page carries a change log: for each photograph, the corrections that were applied and their measured amounts, anything that was removed, and the categories that were left alone. Each result is shown against its original, so you can check it before you publish.