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lamnguyenvu98 / unsupervised-anomaly-detection

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Usage example? #1

Open danielsoy opened 1 year ago

danielsoy commented 1 year ago

Hello. Thanks for sharing your work!

I was wondering if you are able to provide the commands to test the training and inference scripts for PaDim, with some mvtec dataset class.

Thanks a lot.

lamnguyenvu98 commented 1 year ago

In my case, anomaly data wasn't available in my dataset so I only evaluated the classification accuracy (it is anomaly or not). I haven't evaluated localization accuracy of the model. At run time, it still produced the mask of anomaly though. I will create a notebook that explain everything step by step.

lamnguyenvu98 commented 1 year ago

I just upload PaDim.ipynb notebook file to Padim folder.

danielsoy commented 1 year ago

Awesome, thanks.

I will try that jupyter notebook with my dataset, to see how it goes.

lamnguyenvu98 commented 1 year ago

Awesome, thanks.

I will try that jupyter notebook with my dataset, to see how it goes.

Keep in mind that I didn't evaluate localization accuray on test dataset. If you need it or have other problems, I can support you.