Add config.json
Browse files- config.json +50 -0
config.json
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{
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"task": "multi-label acne type recognition",
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"classes": [
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"Whitehead",
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"Blackhead",
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"Papule",
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"Pustule",
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"Nodule"
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],
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"backbone": "efficientnet_b0",
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"img_size": 320,
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"normalization": {
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"mean": [
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0.485,
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0.456,
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0.406
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],
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"std": [
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0.229,
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0.224,
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0.225
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]
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},
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"thresholds": [
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0.9300000000000002,
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0.7200000000000002,
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0.7500000000000002,
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0.5000000000000001,
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0.8200000000000002
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],
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"best_epoch": 20,
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"test_metrics": {
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"subset_accuracy": 0.9797979797979798,
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"label_accuracy": 0.9950937950937951,
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"hamming_loss": 0.004906204906204906,
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"macro_precision": 0.9920701754385967,
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"macro_recall": 0.9859189631845048,
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"macro_f1": 0.9889388150515815,
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"micro_precision": 0.9912790697674418,
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"micro_recall": 0.9841269841269841,
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"micro_f1": 0.9876900796524257,
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"macro_auc": 0.9992512177176863,
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"macro_ap": 0.9978351524589545
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},
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"n_train": 3231,
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"n_val": 693,
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"n_test": 693,
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"torch_version": "2.10.0+cu128",
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"timm_version": "1.0.26"
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}
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