/Phantom_GAN

Phantom GAN - Undermining Facial Detection with GAN Attacker

Primary LanguageJupyter Notebook

PhantomGAN

Youtube: https://www.youtube.com/watch?v=McXp6J8TT30&t=2s

Usage

  1. Run PhantomGAN/Main.ipynb to train detection model, train PhantomGAN and save image files as pickles

  2. Run main/Mesh_Generation to generate images from pickles and csv files for Rhino to read

  3. Run with Rhino 6 Grasshopper to read cvs files and generate obj files

  4. 3D Print your Fashionable Mask!

References

Generating Adversarial Examples with Adversarial Networks: https://arxiv.org/abs/1801.02610

Implementation of AdvGAN on MINST and Cifar10: https://github.com/ctargon/AdvGAN-tf

Unity VFX with RealSense:https://github.com/keijiro/Rsvfx