How to get the best params?

BinWang28 / AnomalyHop

IEEE VCIP 2021: AnomalyHop: An SSL-based Image Anomaly Localization Method

MIT License

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Open alevangel opened 2 years ago

alevangel commented 2 years ago

What procedure did you perform to calculate the best params for each class?

BinWang28 commented 2 years ago

It depends on the specific image property for each class. There is no general guide on how to choose the best parameters.

Intuitively, for texture patterns, the local structure is vital while global feature plays a more important role in object classes.

To make it automatic, one possible way is to prepare a validation set and find suitable parameters.