derive cleaner min-4px YOLO corpus
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This commit is contained in:
Jens
2026-08-09 19:51:17 +02:00
parent 736e773fb8
commit 2de438b9cc
9 changed files with 471 additions and 25 deletions
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@@ -12638,3 +12638,36 @@ Open:
not independent object-level accuracy. A future benchmark must aggregate or
deduplicate objects before uncertainty claims.
- No source label, frozen dataset, model weight or live runtime was changed.
## 2026-08-09 - Immutable min-4px derived corpus
### Improved
- Added a deterministic derived-corpus builder that preserves parent hashes,
copies imagery, records every removed source row and refuses to turn a
positive tile into an unlabeled negative. It creates no release manifest or
human-review claim.
- Derived `yolo-building-aoi1024-reviewedexp6-minpx4-derived-r1` from the
frozen min-3px corpus. Exactly 1,812 marginal labels were removed; all 252
tiles and 77,380 labels remain, with zero excluded tiles.
- Corrected the quality-audit console message from `passed` to `completed`, so
a machine-readable `needs_attention` status is no longer contradicted by
human-facing output.
### Verified on Tower
- Structural audit: zero missing/invalid labels and zero sub-4-pixel rows.
- Relationship audit: zero exact/near duplicates and 41 possible nesting
pairs, down from 43.
- Geometry audit: 10 plausible extreme-aspect rows, down from 26; tile-edge
rows fell from 5,079 to 4,840 without a blanket edge deletion.
- Cross-tile audit: zero reconstructed train/validation crossings.
- Inspected four full contact-sheet pages covering all 252 tiles and 77,380
labels plus the focused nine-tile extreme-aspect sheet. Pure backgrounds
remain empty and sparse contexts remain distinct.
### Decision and limitation
- The min-4px corpus is preferred for future experimental work, but remains
explicitly training/release-ineligible until real human review and governed
release evidence exist. The active GPU model was not changed.