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Add fail-closed Belgian training loop
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Jens
2026-07-27 02:29:14 +02:00
parent 3325b94d59
commit e607cbe724
11 changed files with 424 additions and 4 deletions
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scripts/provision_belgium_building_training_portfolio.py
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@@ -33,12 +33,18 @@ AOIS = (
Aoi("flanders-farms-train", "flanders", "rural-farms", "train", 4.850, 50.900),
Aoi("kalmthout-heath-train-bg", "flanders", "heath-negative", "train", 4.450, 51.390, "background_candidate"),
Aoi("limburg-forest-train-bg", "flanders", "forest-negative", "train", 5.550, 51.050, "background_candidate"),
Aoi("ostend-coastal-train", "flanders", "coastal-urban", "train", 2.920, 51.225),
Aoi("roeselare-industry-train", "flanders", "industrial", "train", 3.120, 50.945),
Aoi("dendermonde-suburban-train", "flanders", "suburban", "train", 4.100, 51.030),
Aoi("houthalen-forest-train-bg", "flanders", "forest-negative", "train", 5.380, 51.030, "background_candidate"),
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),
Aoi("kortrijk-cal", "flanders", "urban-industrial", "calibration", 3.265, 50.828),
Aoi("waregem-cal", "flanders", "ribbon-development", "calibration", 3.430, 50.890),
Aoi("leuven-test", "flanders", "urban", "test", 4.700, 50.880),
Aoi("sint-niklaas-test", "flanders", "ribbon-development", "test", 4.143, 51.165),
Aoi("mechelen-test", "flanders", "mixed-urban", "test", 4.480, 51.030),
Aoi("kempen-forest-bg", "flanders", "forest-heath", "background-test", 5.180, 51.300, "background_candidate", True),
Aoi("antwerp-port-bg", "flanders", "port-hard-negative", "background-test", 4.380, 51.280, "background_candidate", True),
# Wallonia.
@@ -48,12 +54,18 @@ AOIS = (
Aoi("namur-residential-train", "wallonia", "residential", "train", 4.870, 50.470),
Aoi("ardennes-forest-train-bg", "wallonia", "forest-negative", "train", 5.700, 50.200, "background_candidate"),
Aoi("wallonia-quarry-train-hard", "wallonia", "quarry-hard-negative", "train", 5.130, 50.530, "background_candidate"),
Aoi("wavre-suburban-train", "wallonia", "suburban", "train", 4.610, 50.720),
Aoi("marche-smallcity-train", "wallonia", "small-city", "train", 5.340, 50.230),
Aoi("ath-rural-train", "wallonia", "rural-town", "train", 3.780, 50.630),
Aoi("condroz-field-train-bg", "wallonia", "farmland-negative", "train", 4.700, 50.300, "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),
Aoi("dinant-cal", "wallonia", "valley-town", "calibration", 4.912, 50.260),
Aoi("mouscron-cal", "wallonia", "mixed-urban", "calibration", 3.210, 50.740),
Aoi("mons-test", "wallonia", "urban", "test", 3.950, 50.450),
Aoi("bastogne-test", "wallonia", "rural-town", "test", 5.720, 50.000),
Aoi("ottignies-test", "wallonia", "suburban", "test", 4.570, 50.670),
Aoi("wallonia-rural-bg", "wallonia", "open-rural", "background-test", 5.000, 50.300, "background_candidate", True),
Aoi("ardennes-forest-hard", "wallonia", "forest-hard-negative", "background-test", 5.600, 50.100, "background_candidate"),
# Brussels.
@@ -63,12 +75,18 @@ AOIS = (
Aoi("schaerbeek-train", "brussels", "dense-residential", "train", 4.380, 50.865),
Aoi("brussels-rail-train-hard", "brussels", "rail-hard-negative", "train", 4.345, 50.875, "background_candidate"),
Aoi("brussels-park-train-hard", "brussels", "park-hard-negative", "train", 4.400, 50.820, "background_candidate"),
Aoi("haren-mixed-train", "brussels", "mixed-urban", "train", 4.420, 50.890),
Aoi("ixelles-dense-train", "brussels", "dense-urban", "train", 4.370, 50.830),
Aoi("forest-residential-train", "brussels", "residential", "train", 4.320, 50.810),
Aoi("woluwe-park-train-hard", "brussels", "park-hard-negative", "train", 4.440, 50.840, "background_candidate"),
Aoi("woluwe-val", "brussels", "suburban", "val", 4.430, 50.845),
Aoi("molenbeek-val", "brussels", "mixed-urban", "val", 4.325, 50.855),
Aoi("brussels-park-cal", "brussels", "park-edge", "calibration", 4.380, 50.820),
Aoi("brussels-canal-cal", "brussels", "canal-industry", "calibration", 4.340, 50.870),
Aoi("saint-gilles-cal", "brussels", "dense-urban", "calibration", 4.345, 50.825),
Aoi("brussels-rail-test", "brussels", "rail-context", "test", 4.330, 50.840),
Aoi("jette-test", "brussels", "residential-park", "test", 4.325, 50.880),
Aoi("auderghem-test", "brussels", "residential-forest-edge", "test", 4.430, 50.815),
Aoi("sonian-forest-hard", "brussels", "forest-hard-negative", "background-test", 4.420, 50.790, "background_candidate"),
Aoi("bois-cambre-hard", "brussels", "park-hard-negative", "background-test", 4.375, 50.795, "background_candidate"),
)