Anomaly Detection materials, by the Deep Learning 2.0 team in I2R, A*STAR, Singapore
To run the code, follow those steps:
Install Python 3
sudo apt install python3 python3-pip
Download the project code:
git clone https://github.com/houssamzenati/Efficient-GAN-Anomaly-Detection
Install requirements (in the cloned repository):
pip3 install -r requirements.txt
Running the code with different options
python3 main.py <gan, bigan> <mnist, kdd> run --nb_epochs=<number_epochs> --label=<0, 1, 2, 3, 4, 5, 6, 7, 8, 9> --w=<float between 0 and 1> --m=<'cross-e','fm'> --d=<int> --rd=<int>