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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
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InkjetOOD
File size: 1,372 Bytes
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{
  "overall_auroc": 0.8666291854072963,
  "overall_acc": 0.793233082706767,
  "overall_fpr95": 0.5229885057471264,
  "per_feature": {
    "angle": {
      "auroc": 0.859375,
      "accuracy": 0.9411764705882353,
      "fpr95": 0.25,
      "n_good": 32,
      "n_bad": 2
    },
    "dist1": {
      "auroc": 0.9132231404958677,
      "accuracy": 0.8181818181818182,
      "fpr95": 0.5454545454545454,
      "n_good": 22,
      "n_bad": 11
    },
    "dist6": {
      "auroc": 1.0,
      "accuracy": 0.9285714285714286,
      "fpr95": 0.0,
      "n_good": 26,
      "n_bad": 2
    },
    "dots": {
      "auroc": 0.9722222222222223,
      "accuracy": 0.9,
      "fpr95": 0.3333333333333333,
      "n_good": 18,
      "n_bad": 12
    },
    "edge1": {
      "auroc": 0.9727272727272727,
      "accuracy": 0.8571428571428571,
      "fpr95": 0.18181818181818182,
      "n_good": 11,
      "n_bad": 10
    },
    "edge2": {
      "auroc": 0.8506944444444445,
      "accuracy": 0.7352941176470589,
      "fpr95": 0.3888888888888889,
      "n_good": 18,
      "n_bad": 16
    },
    "edge3": {
      "auroc": 0.6925,
      "accuracy": 0.675,
      "fpr95": 0.9,
      "n_good": 20,
      "n_bad": 20
    },
    "edge4": {
      "auroc": 0.6686159844054581,
      "accuracy": 0.6304347826086957,
      "fpr95": 0.9259259259259259,
      "n_good": 27,
      "n_bad": 19
    }
  }
}