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adversarial-obfuscator

Unofficial implementation of the paper Protecting Visual Secrets using Adversarial Nets

Here is my experiment results.

Utility Evaluation

Scene 1 : Trained on original images, Test on original images

Scene 2 : Trained on original images, Test on generated images

Scene 3 : Trained on generated images, Test on generated images

Scene Accuracy
1 94.61%
2 87.785%
3 90.643%

Privacy Evaluation

Scene 1 : Trained on original images, Test on generated images

Scene 2 : Trained on generated images, Test on generated images

Scene Accuracy
1 50%
2 83.537%

Acknowledgments

Inspired by Erik Linder-Norén.