Record YOLO max detection live calibration

2026-07-09 10:20:54 +02:00
parent 25f098bde0
commit 638534f011
3 changed files with 19 additions and 4 deletions
@@ -13,6 +13,8 @@
 - Wired the setting through `.env.example`, Docker Compose, Unraid env examples and the Dockerman run script.
 - Documented why dense building AOIs should not inherit the Ultralytics default cap of 300 detections before persisted QA/QC.
 - Added regression coverage for adapter forwarding and Docker/Unraid runtime exposure.
+- Redeployed the Tower all-in-one runtime and verified live dense-AOI sweeps can exceed 300 persisted detection candidates: Westerlo reached 523/1000 detections and Turnhout reached 822/1000 at tested thresholds.
+- The current AOI512 YOLOv8s candidate remains rejected for default use because persisted QA/QC F1 remains too low despite the runtime cap fix.
 - No model was activated, no detections were faked, and no API route or migration changed.

 ## Sprint 147 AOI512 YOLOv8s scale-match candidate gate (2026-07-09)