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Installation

conda env create -f environment.yml
conda activate mimicry

Getting started

  1. Download pre-trained networks *.pkl files from Huggingface and put them under ./checkpoints.

  2. Select one of the following datasets and go to the corresponding directory:

  • MNIST: ./mnist
  • FashionMNIST: ./f-mnist

  1. Adjust the default config in ./<DATASET>/config.py.

  2. Run the file ./<DATASET>/search.py to generate frontier pairs.

Acknowledgement

This code is developed based on StyleGAN3 and PTI