{ "schema_version": 1, "model": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt", "summary": "/app/storage/operator-data/building-be-v72-fresh-calibration-r1/diagnostic-yolo512-r2/yolo_tile_dataset_summary.json", "split": "val", "match_iou": 0.25, "test_time_augmentation": false, "inference_imgsz": 640, "inference_batch": 8, "max_detections_per_tile": 1000, "nms_iou": 0.7, "containment_nms": 1.0, "box_scale": 1.0, "box_offset_x": 0.0, "box_offset_y": 0.0, "additional_model": null, "regional_models": {}, "regional_model_tile_counts": {}, "ensemble_mode": null, "ensemble_match_iou": null, "proposal_classifier": null, "proposal_classifier_threshold": null, "proposal_crop_scale": null, "proposal_classifier_batch": null, "tile_count": 24, "sweeps": [ { "threshold": 0.05, "aggregate": { "true_positive": 157, "false_positive": 1466, "false_negative": 191, "precision": 0.09673444239063463, "recall": 0.4511494252873563, "f1": 0.15930999492643327 }, "regions": { "brussels": { "true_positive": 41, "false_positive": 181, "false_negative": 24, "precision": 0.18468468468468469, "recall": 0.6307692307692307, "f1": 0.2857142857142857 }, "flanders": { "true_positive": 25, "false_positive": 365, "false_negative": 98, "precision": 0.0641025641025641, "recall": 0.2032520325203252, "f1": 0.09746588693957114 }, "wallonia": { "true_positive": 91, "false_positive": 920, "false_negative": 69, "precision": 0.09000989119683482, "recall": 0.56875, "f1": 0.15542271562766868 } }, "samples": { "v72-assenede-field-cal-bg": { "true_positive": 0, "false_positive": 23, "false_negative": 4, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "v72-ganshoren-lowrise-cal": { "true_positive": 39, "false_positive": 162, "false_negative": 23, "precision": 0.19402985074626866, "recall": 0.6290322580645161, "f1": 0.2965779467680608 }, "v72-havelange-field-cal-bg": { "true_positive": 75, "false_positive": 366, "false_negative": 59, "precision": 0.17006802721088435, "recall": 0.5597014925373134, "f1": 0.2608695652173913 }, "v72-laeken-park-cal-bg": { "true_positive": 2, "false_positive": 19, "false_negative": 1, "precision": 0.09523809523809523, "recall": 0.6666666666666666, "f1": 0.16666666666666666 }, "v72-libramont-lowrise-cal": { "true_positive": 16, "false_positive": 554, "false_negative": 10, "precision": 0.028070175438596492, "recall": 0.6153846153846154, "f1": 0.05369127516778524 }, "v72-zandhoven-lowrise-cal": { "true_positive": 25, "false_positive": 342, "false_negative": 94, "precision": 0.0681198910081744, "recall": 0.21008403361344538, "f1": 0.10288065843621398 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.1, "aggregate": { "true_positive": 139, "false_positive": 930, "false_negative": 209, "precision": 0.13002806361085126, "recall": 0.3994252873563218, "f1": 0.19618913196894847 }, "regions": { "brussels": { "true_positive": 36, "false_positive": 117, "false_negative": 29, "precision": 0.23529411764705882, "recall": 0.5538461538461539, "f1": 0.33027522935779813 }, "flanders": { "true_positive": 20, "false_positive": 215, "false_negative": 103, "precision": 0.0851063829787234, "recall": 0.16260162601626016, "f1": 0.11173184357541897 }, "wallonia": { "true_positive": 83, "false_positive": 598, "false_negative": 77, "precision": 0.12187958883994127, "recall": 0.51875, "f1": 0.19738406658739593 } }, "samples": { "v72-assenede-field-cal-bg": { "true_positive": 0, "false_positive": 13, "false_negative": 4, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "v72-ganshoren-lowrise-cal": { "true_positive": 34, "false_positive": 105, "false_negative": 28, "precision": 0.2446043165467626, "recall": 0.5483870967741935, "f1": 0.3383084577114428 }, "v72-havelange-field-cal-bg": { "true_positive": 68, "false_positive": 235, "false_negative": 66, "precision": 0.22442244224422442, "recall": 0.5074626865671642, "f1": 0.311212814645309 }, "v72-laeken-park-cal-bg": { "true_positive": 2, "false_positive": 12, "false_negative": 1, "precision": 0.14285714285714285, "recall": 0.6666666666666666, "f1": 0.23529411764705882 }, "v72-libramont-lowrise-cal": { "true_positive": 15, "false_positive": 363, "false_negative": 11, "precision": 0.03968253968253968, "recall": 0.5769230769230769, "f1": 0.07425742574257425 }, "v72-zandhoven-lowrise-cal": { "true_positive": 20, "false_positive": 202, "false_negative": 99, "precision": 0.09009009009009009, "recall": 0.16806722689075632, "f1": 0.11730205278592373 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.15, "aggregate": { "true_positive": 121, "false_positive": 675, "false_negative": 227, "precision": 0.15201005025125627, "recall": 0.34770114942528735, "f1": 0.2115384615384615 }, "regions": { "brussels": { "true_positive": 29, "false_positive": 82, "false_negative": 36, "precision": 0.26126126126126126, "recall": 0.4461538461538462, "f1": 0.3295454545454546 }, "flanders": { "true_positive": 17, "false_positive": 165, "false_negative": 106, "precision": 0.09340659340659341, "recall": 0.13821138211382114, "f1": 0.11147540983606558 }, "wallonia": { "true_positive": 75, "false_positive": 428, "false_negative": 85, "precision": 0.14910536779324055, "recall": 0.46875, "f1": 0.22624434389140272 } }, "samples": { "v72-assenede-field-cal-bg": { "true_positive": 0, "false_positive": 8, "false_negative": 4, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "v72-ganshoren-lowrise-cal": { "true_positive": 28, "false_positive": 73, "false_negative": 34, "precision": 0.27722772277227725, "recall": 0.45161290322580644, "f1": 0.3435582822085889 }, "v72-havelange-field-cal-bg": { "true_positive": 62, "false_positive": 175, "false_negative": 72, "precision": 0.2616033755274262, "recall": 0.4626865671641791, "f1": 0.33423180592991913 }, "v72-laeken-park-cal-bg": { "true_positive": 1, "false_positive": 9, "false_negative": 2, "precision": 0.1, "recall": 0.3333333333333333, "f1": 0.15384615384615383 }, "v72-libramont-lowrise-cal": { "true_positive": 13, "false_positive": 253, "false_negative": 13, "precision": 0.04887218045112782, "recall": 0.5, "f1": 0.08904109589041095 }, "v72-zandhoven-lowrise-cal": { "true_positive": 17, "false_positive": 157, "false_negative": 102, "precision": 0.09770114942528736, "recall": 0.14285714285714285, "f1": 0.11604095563139932 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.2, "aggregate": { "true_positive": 104, "false_positive": 515, "false_negative": 244, "precision": 0.1680129240710824, "recall": 0.2988505747126437, "f1": 0.21509824198552224 }, "regions": { "brussels": { "true_positive": 26, "false_positive": 65, "false_negative": 39, "precision": 0.2857142857142857, "recall": 0.4, "f1": 0.3333333333333333 }, "flanders": { "true_positive": 13, "false_positive": 128, "false_negative": 110, "precision": 0.09219858156028368, "recall": 0.10569105691056911, "f1": 0.09848484848484848 }, "wallonia": { "true_positive": 65, "false_positive": 322, "false_negative": 95, "precision": 0.16795865633074936, "recall": 0.40625, "f1": 0.23765996343692872 } }, "samples": { "v72-assenede-field-cal-bg": { "true_positive": 0, "false_positive": 7, "false_negative": 4, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "v72-ganshoren-lowrise-cal": { "true_positive": 25, "false_positive": 59, "false_negative": 37, "precision": 0.2976190476190476, "recall": 0.4032258064516129, "f1": 0.3424657534246575 }, "v72-havelange-field-cal-bg": { "true_positive": 55, "false_positive": 129, "false_negative": 79, "precision": 0.29891304347826086, "recall": 0.41044776119402987, "f1": 0.34591194968553457 }, "v72-laeken-park-cal-bg": { "true_positive": 1, "false_positive": 6, "false_negative": 2, "precision": 0.14285714285714285, "recall": 0.3333333333333333, "f1": 0.2 }, "v72-libramont-lowrise-cal": { "true_positive": 10, "false_positive": 193, "false_negative": 16, "precision": 0.04926108374384237, "recall": 0.38461538461538464, "f1": 0.08733624454148471 }, "v72-zandhoven-lowrise-cal": { "true_positive": 13, "false_positive": 121, "false_negative": 106, "precision": 0.09701492537313433, "recall": 0.1092436974789916, "f1": 0.10276679841897234 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.25, "aggregate": { "true_positive": 94, "false_positive": 370, "false_negative": 254, "precision": 0.2025862068965517, "recall": 0.27011494252873564, "f1": 0.2315270935960591 }, "regions": { "brussels": { "true_positive": 25, "false_positive": 45, "false_negative": 40, "precision": 0.35714285714285715, "recall": 0.38461538461538464, "f1": 0.3703703703703704 }, "flanders": { "true_positive": 12, "false_positive": 103, "false_negative": 111, "precision": 0.10434782608695652, "recall": 0.0975609756097561, "f1": 0.1008403361344538 }, "wallonia": { "true_positive": 57, "false_positive": 222, "false_negative": 103, "precision": 0.20430107526881722, "recall": 0.35625, "f1": 0.25968109339407747 } }, "samples": { "v72-assenede-field-cal-bg": { "true_positive": 0, "false_positive": 6, "false_negative": 4, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "v72-ganshoren-lowrise-cal": { "true_positive": 24, "false_positive": 42, "false_negative": 38, "precision": 0.36363636363636365, "recall": 0.3870967741935484, "f1": 0.37500000000000006 }, "v72-havelange-field-cal-bg": { "true_positive": 47, "false_positive": 91, "false_negative": 87, "precision": 0.34057971014492755, "recall": 0.35074626865671643, "f1": 0.3455882352941177 }, "v72-laeken-park-cal-bg": { "true_positive": 1, "false_positive": 3, "false_negative": 2, "precision": 0.25, "recall": 0.3333333333333333, "f1": 0.28571428571428575 }, "v72-libramont-lowrise-cal": { "true_positive": 10, "false_positive": 131, "false_negative": 16, "precision": 0.07092198581560284, "recall": 0.38461538461538464, "f1": 0.11976047904191617 }, "v72-zandhoven-lowrise-cal": { "true_positive": 12, "false_positive": 97, "false_negative": 107, "precision": 0.11009174311926606, "recall": 0.10084033613445378, "f1": 0.10526315789473684 } }, "pure_empty_false_positives": 0 } ] }