shinmura0 / AutoEncoder_vs_MetricLearning

AutoEncoder vs Metric Learning for Anomaly Detection

1.AutoEncoder_vs_MetricLearning

• AutoEncoder vs Metric Learning for Anomaly Detection
• Dataset:MVTEC-AD

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2.Simple method

Picture	L2-SoftmaxLoss(AUC)	Simple method(AUC)
Cable	0.72	0.91
Leather	0.91	0.99
Carpet	0.71	0.8
Capsule	0.57	0.87

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3.Self Supervised(class3)

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