{
  "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": 0.25,
      "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
    },
    {
      "threshold": 0.3,
      "aggregate": {
        "true_positive": 88,
        "false_positive": 267,
        "false_negative": 260,
        "precision": 0.24788732394366197,
        "recall": 0.25287356321839083,
        "f1": 0.25035561877667145
      },
      "regions": {
        "brussels": {
          "true_positive": 24,
          "false_positive": 34,
          "false_negative": 41,
          "precision": 0.41379310344827586,
          "recall": 0.36923076923076925,
          "f1": 0.39024390243902446
        },
        "flanders": {
          "true_positive": 10,
          "false_positive": 84,
          "false_negative": 113,
          "precision": 0.10638297872340426,
          "recall": 0.08130081300813008,
          "f1": 0.09216589861751154
        },
        "wallonia": {
          "true_positive": 54,
          "false_positive": 149,
          "false_negative": 106,
          "precision": 0.2660098522167488,
          "recall": 0.3375,
          "f1": 0.2975206611570248
        }
      },
      "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": 23,
          "false_positive": 31,
          "false_negative": 39,
          "precision": 0.42592592592592593,
          "recall": 0.3709677419354839,
          "f1": 0.39655172413793105
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 44,
          "false_positive": 66,
          "false_negative": 90,
          "precision": 0.4,
          "recall": 0.3283582089552239,
          "f1": 0.36065573770491804
        },
        "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": 83,
          "false_negative": 16,
          "precision": 0.10752688172043011,
          "recall": 0.38461538461538464,
          "f1": 0.1680672268907563
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 10,
          "false_positive": 78,
          "false_negative": 109,
          "precision": 0.11363636363636363,
          "recall": 0.08403361344537816,
          "f1": 0.09661835748792272
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.35,
      "aggregate": {
        "true_positive": 72,
        "false_positive": 197,
        "false_negative": 276,
        "precision": 0.26765799256505574,
        "recall": 0.20689655172413793,
        "f1": 0.233387358184765
      },
      "regions": {
        "brussels": {
          "true_positive": 20,
          "false_positive": 24,
          "false_negative": 45,
          "precision": 0.45454545454545453,
          "recall": 0.3076923076923077,
          "f1": 0.3669724770642202
        },
        "flanders": {
          "true_positive": 4,
          "false_positive": 66,
          "false_negative": 119,
          "precision": 0.05714285714285714,
          "recall": 0.032520325203252036,
          "f1": 0.04145077720207254
        },
        "wallonia": {
          "true_positive": 48,
          "false_positive": 107,
          "false_negative": 112,
          "precision": 0.3096774193548387,
          "recall": 0.3,
          "f1": 0.3047619047619048
        }
      },
      "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": 19,
          "false_positive": 21,
          "false_negative": 43,
          "precision": 0.475,
          "recall": 0.3064516129032258,
          "f1": 0.37254901960784315
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 38,
          "false_positive": 49,
          "false_negative": 96,
          "precision": 0.4367816091954023,
          "recall": 0.2835820895522388,
          "f1": 0.34389140271493207
        },
        "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": 58,
          "false_negative": 16,
          "precision": 0.14705882352941177,
          "recall": 0.38461538461538464,
          "f1": 0.21276595744680854
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 4,
          "false_positive": 60,
          "false_negative": 115,
          "precision": 0.0625,
          "recall": 0.03361344537815126,
          "f1": 0.04371584699453552
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.4,
      "aggregate": {
        "true_positive": 62,
        "false_positive": 133,
        "false_negative": 286,
        "precision": 0.31794871794871793,
        "recall": 0.1781609195402299,
        "f1": 0.2283609576427256
      },
      "regions": {
        "brussels": {
          "true_positive": 19,
          "false_positive": 14,
          "false_negative": 46,
          "precision": 0.5757575757575758,
          "recall": 0.2923076923076923,
          "f1": 0.3877551020408164
        },
        "flanders": {
          "true_positive": 4,
          "false_positive": 49,
          "false_negative": 119,
          "precision": 0.07547169811320754,
          "recall": 0.032520325203252036,
          "f1": 0.045454545454545456
        },
        "wallonia": {
          "true_positive": 39,
          "false_positive": 70,
          "false_negative": 121,
          "precision": 0.3577981651376147,
          "recall": 0.24375,
          "f1": 0.2899628252788104
        }
      },
      "samples": {
        "v72-assenede-field-cal-bg": {
          "true_positive": 0,
          "false_positive": 5,
          "false_negative": 4,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-ganshoren-lowrise-cal": {
          "true_positive": 18,
          "false_positive": 13,
          "false_negative": 44,
          "precision": 0.5806451612903226,
          "recall": 0.2903225806451613,
          "f1": 0.3870967741935484
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 31,
          "false_positive": 34,
          "false_negative": 103,
          "precision": 0.47692307692307695,
          "recall": 0.23134328358208955,
          "f1": 0.3115577889447237
        },
        "v72-laeken-park-cal-bg": {
          "true_positive": 1,
          "false_positive": 1,
          "false_negative": 2,
          "precision": 0.5,
          "recall": 0.3333333333333333,
          "f1": 0.4
        },
        "v72-libramont-lowrise-cal": {
          "true_positive": 8,
          "false_positive": 36,
          "false_negative": 18,
          "precision": 0.18181818181818182,
          "recall": 0.3076923076923077,
          "f1": 0.2285714285714286
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 4,
          "false_positive": 44,
          "false_negative": 115,
          "precision": 0.08333333333333333,
          "recall": 0.03361344537815126,
          "f1": 0.04790419161676646
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.45,
      "aggregate": {
        "true_positive": 42,
        "false_positive": 87,
        "false_negative": 306,
        "precision": 0.32558139534883723,
        "recall": 0.1206896551724138,
        "f1": 0.17610062893081763
      },
      "regions": {
        "brussels": {
          "true_positive": 14,
          "false_positive": 10,
          "false_negative": 51,
          "precision": 0.5833333333333334,
          "recall": 0.2153846153846154,
          "f1": 0.31460674157303375
        },
        "flanders": {
          "true_positive": 3,
          "false_positive": 32,
          "false_negative": 120,
          "precision": 0.08571428571428572,
          "recall": 0.024390243902439025,
          "f1": 0.0379746835443038
        },
        "wallonia": {
          "true_positive": 25,
          "false_positive": 45,
          "false_negative": 135,
          "precision": 0.35714285714285715,
          "recall": 0.15625,
          "f1": 0.21739130434782608
        }
      },
      "samples": {
        "v72-assenede-field-cal-bg": {
          "true_positive": 0,
          "false_positive": 3,
          "false_negative": 4,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-ganshoren-lowrise-cal": {
          "true_positive": 13,
          "false_positive": 10,
          "false_negative": 49,
          "precision": 0.5652173913043478,
          "recall": 0.20967741935483872,
          "f1": 0.30588235294117644
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 21,
          "false_positive": 23,
          "false_negative": 113,
          "precision": 0.4772727272727273,
          "recall": 0.15671641791044777,
          "f1": 0.2359550561797753
        },
        "v72-laeken-park-cal-bg": {
          "true_positive": 1,
          "false_positive": 0,
          "false_negative": 2,
          "precision": 1.0,
          "recall": 0.3333333333333333,
          "f1": 0.5
        },
        "v72-libramont-lowrise-cal": {
          "true_positive": 4,
          "false_positive": 22,
          "false_negative": 22,
          "precision": 0.15384615384615385,
          "recall": 0.15384615384615385,
          "f1": 0.15384615384615385
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 3,
          "false_positive": 29,
          "false_negative": 116,
          "precision": 0.09375,
          "recall": 0.025210084033613446,
          "f1": 0.03973509933774835
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.5,
      "aggregate": {
        "true_positive": 34,
        "false_positive": 61,
        "false_negative": 314,
        "precision": 0.35789473684210527,
        "recall": 0.09770114942528736,
        "f1": 0.15349887133182846
      },
      "regions": {
        "brussels": {
          "true_positive": 10,
          "false_positive": 7,
          "false_negative": 55,
          "precision": 0.5882352941176471,
          "recall": 0.15384615384615385,
          "f1": 0.24390243902439027
        },
        "flanders": {
          "true_positive": 3,
          "false_positive": 22,
          "false_negative": 120,
          "precision": 0.12,
          "recall": 0.024390243902439025,
          "f1": 0.04054054054054054
        },
        "wallonia": {
          "true_positive": 21,
          "false_positive": 32,
          "false_negative": 139,
          "precision": 0.39622641509433965,
          "recall": 0.13125,
          "f1": 0.1971830985915493
        }
      },
      "samples": {
        "v72-assenede-field-cal-bg": {
          "true_positive": 0,
          "false_positive": 2,
          "false_negative": 4,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-ganshoren-lowrise-cal": {
          "true_positive": 9,
          "false_positive": 7,
          "false_negative": 53,
          "precision": 0.5625,
          "recall": 0.14516129032258066,
          "f1": 0.2307692307692308
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 18,
          "false_positive": 18,
          "false_negative": 116,
          "precision": 0.5,
          "recall": 0.13432835820895522,
          "f1": 0.21176470588235297
        },
        "v72-laeken-park-cal-bg": {
          "true_positive": 1,
          "false_positive": 0,
          "false_negative": 2,
          "precision": 1.0,
          "recall": 0.3333333333333333,
          "f1": 0.5
        },
        "v72-libramont-lowrise-cal": {
          "true_positive": 3,
          "false_positive": 14,
          "false_negative": 23,
          "precision": 0.17647058823529413,
          "recall": 0.11538461538461539,
          "f1": 0.13953488372093026
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 3,
          "false_positive": 20,
          "false_negative": 116,
          "precision": 0.13043478260869565,
          "recall": 0.025210084033613446,
          "f1": 0.04225352112676057
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.6,
      "aggregate": {
        "true_positive": 24,
        "false_positive": 21,
        "false_negative": 324,
        "precision": 0.5333333333333333,
        "recall": 0.06896551724137931,
        "f1": 0.12213740458015267
      },
      "regions": {
        "brussels": {
          "true_positive": 6,
          "false_positive": 1,
          "false_negative": 59,
          "precision": 0.8571428571428571,
          "recall": 0.09230769230769231,
          "f1": 0.16666666666666666
        },
        "flanders": {
          "true_positive": 2,
          "false_positive": 8,
          "false_negative": 121,
          "precision": 0.2,
          "recall": 0.016260162601626018,
          "f1": 0.030075187969924814
        },
        "wallonia": {
          "true_positive": 16,
          "false_positive": 12,
          "false_negative": 144,
          "precision": 0.5714285714285714,
          "recall": 0.1,
          "f1": 0.1702127659574468
        }
      },
      "samples": {
        "v72-assenede-field-cal-bg": {
          "true_positive": 0,
          "false_positive": 1,
          "false_negative": 4,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-ganshoren-lowrise-cal": {
          "true_positive": 6,
          "false_positive": 1,
          "false_negative": 56,
          "precision": 0.8571428571428571,
          "recall": 0.0967741935483871,
          "f1": 0.17391304347826084
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 13,
          "false_positive": 8,
          "false_negative": 121,
          "precision": 0.6190476190476191,
          "recall": 0.09701492537313433,
          "f1": 0.16774193548387098
        },
        "v72-laeken-park-cal-bg": {
          "true_positive": 0,
          "false_positive": 0,
          "false_negative": 3,
          "precision": 1.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-libramont-lowrise-cal": {
          "true_positive": 3,
          "false_positive": 4,
          "false_negative": 23,
          "precision": 0.42857142857142855,
          "recall": 0.11538461538461539,
          "f1": 0.18181818181818182
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 2,
          "false_positive": 7,
          "false_negative": 117,
          "precision": 0.2222222222222222,
          "recall": 0.01680672268907563,
          "f1": 0.03125
        }
      },
      "pure_empty_false_positives": 0
    },
    {
      "threshold": 0.7,
      "aggregate": {
        "true_positive": 7,
        "false_positive": 8,
        "false_negative": 341,
        "precision": 0.4666666666666667,
        "recall": 0.020114942528735632,
        "f1": 0.03856749311294766
      },
      "regions": {
        "brussels": {
          "true_positive": 3,
          "false_positive": 0,
          "false_negative": 62,
          "precision": 1.0,
          "recall": 0.046153846153846156,
          "f1": 0.08823529411764706
        },
        "flanders": {
          "true_positive": 1,
          "false_positive": 3,
          "false_negative": 122,
          "precision": 0.25,
          "recall": 0.008130081300813009,
          "f1": 0.015748031496062995
        },
        "wallonia": {
          "true_positive": 3,
          "false_positive": 5,
          "false_negative": 157,
          "precision": 0.375,
          "recall": 0.01875,
          "f1": 0.03571428571428571
        }
      },
      "samples": {
        "v72-assenede-field-cal-bg": {
          "true_positive": 0,
          "false_positive": 1,
          "false_negative": 4,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-ganshoren-lowrise-cal": {
          "true_positive": 3,
          "false_positive": 0,
          "false_negative": 59,
          "precision": 1.0,
          "recall": 0.04838709677419355,
          "f1": 0.09230769230769231
        },
        "v72-havelange-field-cal-bg": {
          "true_positive": 3,
          "false_positive": 4,
          "false_negative": 131,
          "precision": 0.42857142857142855,
          "recall": 0.022388059701492536,
          "f1": 0.0425531914893617
        },
        "v72-laeken-park-cal-bg": {
          "true_positive": 0,
          "false_positive": 0,
          "false_negative": 3,
          "precision": 1.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-libramont-lowrise-cal": {
          "true_positive": 0,
          "false_positive": 1,
          "false_negative": 26,
          "precision": 0.0,
          "recall": 0.0,
          "f1": 0.0
        },
        "v72-zandhoven-lowrise-cal": {
          "true_positive": 1,
          "false_positive": 2,
          "false_negative": 118,
          "precision": 0.3333333333333333,
          "recall": 0.008403361344537815,
          "f1": 0.016393442622950817
        }
      },
      "pure_empty_false_positives": 0
    }
  ]
}