AutoEncoder_vs_MetricLearning
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20 hours ago •
shinmura0
shinmura0
AutoEncoder vs Metric Learning for Anomaly Detection
1.AutoEncoder_vs_MetricLearning
- AutoEncoder vs Metric Learning for Anomaly Detection
- Dataset:MVTEC-AD
Click here for details(Japanese).
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 |
Click here for details(Japanese).
3.Self Supervised(class3)
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