expand AI-assisted review to full building corpus

2026-08-09 18:37:08 +02:00
parent f9a466b221
commit 7e07fe8486
7 changed files with 112 additions and 50 deletions
@@ -6,6 +6,11 @@ model and dataset hashes, standard Ultralytics detection metrics and a separate
 pure-background detection count. The output claim is validation ranking only;
 the script neither reads protected test data nor promotes a model.

+`render_operator_yolo_label_qa_contact_sheets.py` paginates complete visual
+reviews with `--tiles-per-sheet` (default `64`). This keeps large corpora
+inspectable while preserving deterministic tile selection, ordering, label
+accounting and stable `contact_sheet_001.png` naming for the first page.
+
 Setup-, import-, demo- en maintenance-scripts voor GeoIntel.

 ## WALOUS source provisioning