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Expand failed regional building contexts
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Jens
2026-07-29 17:14:17 +02:00
parent 2fd9da9e16
commit 08d406ce7d
4 changed files with 62 additions and 0 deletions
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scripts/provision_belgium_building_training_portfolio.py
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@@ -81,6 +81,17 @@ AOIS = (
Aoi("brasschaat-heath-train-v12-bg", "flanders", "heath-hard-negative", "train", 4.525, 51.350, "background_candidate"),
Aoi("limburg-pine-train-v12-bg", "flanders", "forest-hard-negative", "train", 5.680, 51.020, "background_candidate"),
Aoi("westhoek-field-train-v12-bg", "flanders", "farmland-hard-negative", "train", 2.720, 50.990, "background_candidate"),
# v31 failure-driven corpus expansion: independent examples matching the
# protected Genk/Lokeren/Ostend calibration failure contexts.
Aoi("tessenderlo-industry-train-v31", "flanders", "industrial", "train", 5.087, 51.065),
Aoi("maasmechelen-industry-train-v31", "flanders", "industrial", "train", 5.691, 50.963),
Aoi("izegem-industry-train-v31", "flanders", "industrial", "train", 3.209, 50.920),
Aoi("zele-ribbon-train-v31", "flanders", "ribbon-development", "train", 4.040, 51.066),
Aoi("putte-ribbon-train-v31", "flanders", "ribbon-development", "train", 4.632, 51.053),
Aoi("overpelt-ribbon-train-v31", "flanders", "ribbon-development", "train", 5.424, 51.211),
Aoi("nieuwpoort-coastal-train-v31", "flanders", "coastal-urban", "train", 2.749, 51.130),
Aoi("knokke-coastal-train-v31", "flanders", "coastal-urban", "train", 3.289, 51.340),
Aoi("bredene-coastal-train-v31", "flanders", "coastal-urban", "train", 2.976, 51.235),
Aoi("bruges-val", "flanders", "historic-urban", "val", 3.224, 51.209),
Aoi("turnhout-val", "flanders", "suburban", "val", 4.944, 51.322),
Aoi("hasselt-cal", "flanders", "suburban", "calibration", 5.340, 50.930),
@@ -119,6 +130,17 @@ AOIS = (
Aoi("peruwelz-train-v12", "wallonia", "mixed-urban", "train", 3.591, 50.509),
Aoi("ardenne-clearing-train-v12-bg", "wallonia", "forest-hard-negative", "train", 5.460, 50.080, "background_candidate"),
Aoi("condroz-open-train-v12-bg", "wallonia", "farmland-hard-negative", "train", 5.020, 50.390, "background_candidate"),
# v31 precision correction: independent positives plus difficult negatives
# for the weak Walloon dense/rural/regional-architecture contexts.
Aoi("herstal-dense-train-v31", "wallonia", "dense-urban", "train", 5.630, 50.665),
Aoi("dison-dense-train-v31", "wallonia", "dense-urban", "train", 5.854, 50.612),
Aoi("gembloux-rural-train-v31", "wallonia", "rural-town", "train", 4.692, 50.561),
Aoi("soignies-rural-train-v31", "wallonia", "rural-town", "train", 4.071, 50.579),
Aoi("stavelot-architecture-train-v31", "wallonia", "regional-architecture", "train", 5.931, 50.395),
Aoi("aubel-architecture-train-v31", "wallonia", "regional-architecture", "train", 5.859, 50.704),
Aoi("liege-brownfield-train-v31-bg", "wallonia", "industrial-hard-negative", "train", 5.607, 50.624, "background_candidate"),
Aoi("charleroi-rail-train-v31-bg", "wallonia", "rail-hard-negative", "train", 4.467, 50.421, "background_candidate"),
Aoi("condroz-quarry-train-v31-bg", "wallonia", "quarry-hard-negative", "train", 5.190, 50.365, "background_candidate"),
Aoi("tournai-val", "wallonia", "historic-urban", "val", 3.389, 50.606),
Aoi("arlon-val", "wallonia", "small-city", "val", 5.817, 49.683),
Aoi("verviers-cal", "wallonia", "suburban", "calibration", 5.860, 50.590),
@@ -212,8 +234,18 @@ def main() -> int:
parser.add_argument("--side-m", type=float, default=256.0)
parser.add_argument("--resolution-m", type=float, default=0.25)
parser.add_argument("--force-refresh", action="store_true")
parser.add_argument(
"--session-token-file",
type=Path,
help="Read an operator session token from a local mode-0600 file instead of exposing it on the command line.",
)
args = parser.parse_args()
session = requests.Session()
if args.session_token_file:
token = args.session_token_file.read_text(encoding="utf-8").strip()
if not token:
raise SystemExit("--session-token-file is empty")
session.cookies.set("geointel_session", token)
samples: list[dict[str, Any]] = []
if args.output_spec.is_file():
existing = json.loads(args.output_spec.read_text(encoding="utf-8-sig"))