derive cleaner min-4px YOLO corpus
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@@ -12638,3 +12638,36 @@ Open:
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not independent object-level accuracy. A future benchmark must aggregate or
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deduplicate objects before uncertainty claims.
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- No source label, frozen dataset, model weight or live runtime was changed.
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## 2026-08-09 - Immutable min-4px derived corpus
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### Improved
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- Added a deterministic derived-corpus builder that preserves parent hashes,
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copies imagery, records every removed source row and refuses to turn a
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positive tile into an unlabeled negative. It creates no release manifest or
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human-review claim.
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- Derived `yolo-building-aoi1024-reviewedexp6-minpx4-derived-r1` from the
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frozen min-3px corpus. Exactly 1,812 marginal labels were removed; all 252
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tiles and 77,380 labels remain, with zero excluded tiles.
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- Corrected the quality-audit console message from `passed` to `completed`, so
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a machine-readable `needs_attention` status is no longer contradicted by
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human-facing output.
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### Verified on Tower
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- Structural audit: zero missing/invalid labels and zero sub-4-pixel rows.
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- Relationship audit: zero exact/near duplicates and 41 possible nesting
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pairs, down from 43.
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- Geometry audit: 10 plausible extreme-aspect rows, down from 26; tile-edge
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rows fell from 5,079 to 4,840 without a blanket edge deletion.
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- Cross-tile audit: zero reconstructed train/validation crossings.
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- Inspected four full contact-sheet pages covering all 252 tiles and 77,380
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labels plus the focused nine-tile extreme-aspect sheet. Pure backgrounds
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remain empty and sparse contexts remain distinct.
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### Decision and limitation
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- The min-4px corpus is preferred for future experimental work, but remains
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explicitly training/release-ineligible until real human review and governed
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release evidence exist. The active GPU model was not changed.
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