scorevision: push artifact

miner.py

@@ -2,8 +2,8 @@
 Score Vision SN44 — VehicleDetect miner endpoint.
 
 Class mapping (output indices):
-  0 = car        (COCO class 2)
-  1 = bus        (COCO class 5)
+  0 = bus        (COCO class 5)
+  1 = car        (COCO class 2)
   2 = truck      (COCO class 7)
   3 = motorcycle (COCO class 3)
 
@@ -57,10 +57,10 @@ IMG_SIZE    = 640
 CONF_THRESH = 0.55  # sweep: max composite score (0.60×mAP + 0.40×FP_score) at conf=0.55
 IOU_THRESH  = 0.45
 
-# COCO class index → submission class index
-COCO_TO_OUT: dict[int, int] = {2: 0, 5: 1, 7: 2, 3: 3}
+# COCO class index → submission class index (official order: 0=bus, 1=car, 2=truck, 3=motorcycle)
+COCO_TO_OUT: dict[int, int] = {5: 0, 2: 1, 7: 2, 3: 3}
 COCO_VEHICLE_IDX = list(COCO_TO_OUT.keys())
-OUT_NAMES = ["car", "bus", "truck", "motorcycle"]
+OUT_NAMES = ["bus", "car", "truck", "motorcycle"]
 
 # ── Model loader (singleton) ─────────────────────────────────────────────────
 _SESSION: ort.InferenceSession | None = None