scorevision: push artifact

miner.py

@@ -1,5 +1,5 @@
 """
-Score Vision SN44 — Unified miner v3.25 (2026-04-07). Petrol SAHI tiling (512px/50% overlap + full-image + flip TTA, per-class NMS merge). Per-class conf: hose/pump 0.25, pboard/canopy 0.35. Vehicle: lazy FP32, 0-box trigger. Person: TTA consensus.
+Score Vision SN44 — Unified miner v3.26 (2026-04-08). Petrol SAHI tiling (640px/40% overlap + full-image + flip TTA = 8 passes). Per-class conf: hose/pump 0.25, pboard/canopy 0.35. Vehicle: lazy FP32, 0-box trigger. Person: TTA consensus.
 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).
@@ -381,9 +381,9 @@ PETROL_HF_REPO = "meaculpitt/ScoreVision-Petrol"
 PETROL_CONF = 0.25           # base conf for hose + pump
 PETROL_CONF_HIGH = 0.35      # stricter conf for price_board + canopy (reduce tile FPs)
 PETROL_NMS_IOU = 0.45
-# SAHI tiling
-PETROL_TILE_SIZE = 512
-PETROL_TILE_OVERLAP = 0.5
+# SAHI tiling (640/40% = 6 tiles + full + flip = 8 passes, ~5.6s on chute GPU)
+PETROL_TILE_SIZE = 640
+PETROL_TILE_OVERLAP = 0.4
 # Class IDs (petrol model output — independent of person/vehicle cls_ids
 # because element_hint routing ensures only one pipeline runs per challenge)
 PETROL_CLS_HOSE = 0