scorevision: push artifact

miner.py

@@ -1,5 +1,5 @@
 """
-Score Vision SN44 — Unified miner v3.22 (2026-04-04). YOLO12s + TRT + petrol + veh TTA + conf tune + soft-NMS + PER_MAX_DET=100 (loose safety ceiling) + PER_CONF_LOW=0.60 (precision floor).
+Score Vision SN44 — Unified miner v3.22.1 (2026-04-06). Hotfix: post-merge confidence floor for person pipeline. Soft-NMS + blur/perspective penalties could decay box conf below PER_CONF_LOW=0.60, causing FP blowout on crowd scenes (block 7907400: 8 FPs, FP_score=0.20). Fix: re-apply PER_CONF_LOW after all penalties.
 Tri-model: vehicle (YOLO11m INT8 1280) + person (YOLO12s FP16 960 TRT) + petrol (end2end 640).
 Pose model: YOLOv8n-pose FP16 640 for false-positive filtering + keypoint box refinement.
 Vehicle weights loaded from secondary HF repo (meaculpitt/ScoreVision-Vehicle).
@@ -1945,6 +1945,11 @@ class Miner:
         # Perspective scaling penalty — reduce conf for size-anomalous detections
         merged_s = self._perspective_penalty(merged_b, merged_s, oh)
 
+        # Post-merge confidence floor — re-apply after soft-NMS decay + penalties
+        keep = merged_s >= PER_CONF_LOW
+        merged_b = merged_b[keep]
+        merged_s = merged_s[keep]
+
         # Sanity filters
         img_area = float(oh * ow)
         out = []