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Restructure documentation, validate metadata removal, consolidate assets
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@@ -89,7 +89,7 @@ def unsharp_mask(image: NDArray, amount: float = 0.5, sigma: float = 1.0) -> NDA
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# ── Adaptive polish (target the input's detail level; spare text) ──────────────
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# A capped unsharp scaled to the sharpness deficit, then edge-masked grain to close
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# the rest -- tunable constants. Validated 2026-06-03 on the spaces corpus: a soft
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# the rest -- tunable constants. Compatibility testing showed that a soft
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# gemini_3 face/photo (lap-var 84 vs the 592 of its original) is pulled up to ~327
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# with full polish, while a sharp openai_1 text card (1175 vs 1644) gets near-zero
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# (the deficit is tiny) so text is left alone -- the polish self-limits on text.
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