deploy push for crime (deploy)

miner.py

@@ -1,4 +1,4 @@
-# build-marker: v2-ensemble-alfred-rfdetr
+# build-marker: v3-ensemble-alfred-priority-all
 """SN44 crime detection miner — ENSEMBLE of alfred yolo26n + RF-DETR base.
 
 Composes two internal miners with different preprocess/inference pipelines:
@@ -8,10 +8,10 @@ Composes two internal miners with different preprocess/inference pipelines:
 Class routing (final union after per-class NMS@IoU=0.5, alfred wins conflicts):
   cls0 balaclava  : BOTH (alfred priority on conflicts)
   cls1 hoodie     : BOTH (alfred priority on conflicts)
-  cls2 glove      : RF-DETR only
-  cls3 bat        : RF-DETR only
-  cls4 spray paint: RF-DETR only
-  cls5 graffiti   : alfred only
+  cls2 glove      : BOTH (alfred priority on conflicts)
+  cls3 bat        : BOTH (alfred priority on conflicts)
+  cls4 spray paint: BOTH (alfred priority on conflicts)
+  cls5 graffiti   : alfred only (RF-DETR can't read static walls)
 
 Conf threshold 0.52 is applied INSIDE each internal miner; the union is the
 already-thresholded boxes from each. This matches alfred's existing per-class
@@ -321,7 +321,13 @@ class Miner:
             pass
         self.alfred = _AlfredMiner(self.path_hf_repo)
         self.rfdetr = _RFDETRMiner(self.path_hf_repo)
-        self.alfred_classes = {0, 1, 5}
+        # v3 (2026-05-04): all classes go through alfred (was {0,1,5}).
+        # cid 61709 post-mortem showed alfred returning correct gloves at
+        # conf 0.79/0.89 that the prior {0,1,5} filter dropped, costing the
+        # full validator score on that frame. RF-DETR remains additive on
+        # cls 0..4; cls 5 (graffiti) stays alfred-only since RF-DETR can't
+        # read static walls.
+        self.alfred_classes = {0, 1, 2, 3, 4, 5}
         self.rfdetr_classes = {0, 1, 2, 3, 4}
         self.merge_iou = 0.5
         # Warmup
@@ -334,8 +340,9 @@ class Miner:
             except Exception: break
 
     def __repr__(self):
-        return (f"CrimeEnsembleMiner v2  alfred(yolo26n@1280, TTA) + "
-                f"rfdetr(base@1288)  conf>=0.52  merge_iou={self.merge_iou}")
+        return (f"CrimeEnsembleMiner v3  alfred(yolo26n@1280, TTA) + "
+                f"rfdetr(base@1288)  conf>=0.52  merge_iou={self.merge_iou}  "
+                f"alfred_priority_all_classes")
 
     @staticmethod
     def _box_iou(a: BoundingBox, b: BoundingBox) -> float:
@@ -348,9 +355,8 @@ class Miner:
 
     def _merge(self, alfred_boxes: list, rfdetr_boxes: list) -> list:
         """Per-class union: alfred always kept; rfdetr kept ONLY if not overlapping
-        an alfred same-class box at IoU >= merge_iou. cls 2/3/4 are rfdetr-only
-        (no alfred boxes there); cls 5 is alfred-only (no rfdetr boxes there);
-        cls 0/1 see both — alfred priority."""
+        an alfred same-class box at IoU >= merge_iou. cls 0..4 see both — alfred
+        priority on conflicts; cls 5 is alfred-only (no rfdetr boxes there)."""
         kept = list(alfred_boxes)
         for rb in rfdetr_boxes:
             collide = False