EfficientNet AD Segmentation

This is segmentation method with unsupervised learning.

The base anomaly detection method is following paper.
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection

And I added segmentation model with this paper.
The detail is here(Japanese).

Result

• Detection AUC
  

• Segmentation result

References

• https://qiita.com/kogepan102/items/122b2862ad5a51180656
• https://qiita.com/sUeharaE4/items/023455822376c07cd6ef
• https://www.mvtec.com/company/research/datasets/mvtec-ad