feat: correct uneven lighting and pick polarity automatically
Fit the background brightness from the photo border and subtract it, so side-lit photos threshold cleanly. The clicked pixel (or, without a click, the border) decides whether the piece is darker or lighter, replacing the invert checkbox. Adds the MDF-on-wood-floor photo as a regression fixture. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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