Seed failure-driven training from an evaluated incumbent

scripts/run_belgium_building_training_loop.py

@@ -231,6 +231,13 @@ def main() -> int:
     parser.add_argument("--workers", type=int, default=4)
     parser.add_argument("--max-det", type=int, default=1000)
     parser.add_argument("--imgsz", type=int, default=640)
+    parser.add_argument(
+        "--thresholds",
+        type=float,
+        nargs="+",
+        default=[0.05, 0.075, 0.1, 0.15, 0.2, 0.25, 0.3, 0.4],
+        help="Calibration-only confidence sweep used for threshold selection.",
+    )
     parser.add_argument("--optimizer", default="auto")
     parser.add_argument("--lr0", type=float)
     parser.add_argument("--mosaic", type=float, default=1.0)
@@ -368,6 +375,8 @@ def main() -> int:
                     str(args.max_det),
                     "--imgsz",
                     str(args.imgsz),
+                    "--thresholds",
+                    *map(str, args.thresholds),
                 ],
                 iteration_dir / f"{role}.log",
             )
@@ -422,6 +431,7 @@ def main() -> int:
                         "--device", "cuda:0",
                         "--max-det", str(args.max_det),
                         "--imgsz", str(args.imgsz),
+                        "--thresholds", *map(str, args.thresholds),
                     ],
                     iteration_dir / f"{role}.log",
                 )