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ahmed-3m
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InkjetOOD

PyTorch
conditional-diffusion
inkjet-quality-control
yolo
out-of-distribution-detection
anomaly-detection
thesis
Model card Files
xet
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InkjetOOD
File size: 1,317 Bytes
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{
  "overall_auroc": 0.8705022488755623,
  "overall_acc": 0.793233082706767,
  "overall_fpr95": 0.4540229885057471,
  "per_feature": {
    "angle": {
      "auroc": 0.96875,
      "accuracy": 0.9411764705882353,
      "fpr95": 0.0625,
      "n_good": 32,
      "n_bad": 2
    },
    "dist1": {
      "auroc": 0.9545454545454546,
      "accuracy": 0.8484848484848485,
      "fpr95": 0.13636363636363635,
      "n_good": 22,
      "n_bad": 11
    },
    "dist6": {
      "auroc": 1.0,
      "accuracy": 1.0,
      "fpr95": 0.0,
      "n_good": 26,
      "n_bad": 2
    },
    "dots": {
      "auroc": 0.9953703703703703,
      "accuracy": 0.9,
      "fpr95": 0.05555555555555555,
      "n_good": 18,
      "n_bad": 12
    },
    "edge1": {
      "auroc": 0.9,
      "accuracy": 0.7619047619047619,
      "fpr95": 0.2727272727272727,
      "n_good": 11,
      "n_bad": 10
    },
    "edge2": {
      "auroc": 0.8125,
      "accuracy": 0.7058823529411765,
      "fpr95": 0.5,
      "n_good": 18,
      "n_bad": 16
    },
    "edge3": {
      "auroc": 0.7225,
      "accuracy": 0.65,
      "fpr95": 0.65,
      "n_good": 20,
      "n_bad": 20
    },
    "edge4": {
      "auroc": 0.6491228070175439,
      "accuracy": 0.6521739130434783,
      "fpr95": 0.9629629629629629,
      "n_good": 27,
      "n_bad": 19
    }
  }
}