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CEA-LIST / adv-reid

Metric Adversarial Attacks and Defense
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the offline adversarial training defense #5

Closed shgal637 closed 3 years ago

shgal637 commented 3 years ago

I have a problem to training a Classification model using the offline adversarial training defense method. I don't know what command to use. Hope you can help me. Thanks and Regards.

qbouniot commented 3 years ago

Hi, thank you for your interest on our work ! To run an offline adversarial training, please refer to the paper from Bai et al.: "Adversarial Metric Attack for Person Re-identification". It describes the process of the training in Section 4. In short, you have to generate an adversarial version of your dataset and save the images. Then you merge the adversarial images saved with the original images. Finally, you train on the merged dataset.

shgal637 commented 3 years ago

Thank you!