dawdleryang / efficient-gan-anomaly-detection

Anomaly-Detection

Anomaly Detection materials, by the Deep Learning 2.0 team in I2R, A*STAR, Singapore

Prerequisites.

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

Doing anomaly detection.

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>