Add operator YOLO dataset quality audit

2026-07-09 01:45:52 +02:00
parent 65808ac994
commit 5898e548c2
7 changed files with 620 additions and 0 deletions
@@ -1409,3 +1409,7 @@ Added:
 - Prevented multi-model portfolios from overwriting runs that share the same threshold.
 - Added regression coverage proving same-threshold runs are preserved in the assembled portfolio.
 - No API contracts, migrations, model downloads, provider fetching or AI inference behavior changed.
+# Unreleased
+
+- Added `scripts/audit_operator_yolo_dataset_quality.py`, an operator-only YOLO tile dataset quality audit that produces JSON and Markdown reports for sample coverage, split coverage, repeated hard-negative pressure and label-size integrity before further training runs.
+- Added pytest coverage and readiness syntax checking for the new operator YOLO dataset audit script.