T-Visor / randomization-adversarial-defense

Ricochet Pre-Processing

Applies randomized padding to images containing faces, serving as a data augmentation technique to train robust facial recognition systems.

Test Environment

• Python 3.10
• Arch Linux

Setup

Install Python dependencies with the following command:

$ pip3 install -r requirements.txt

Usage

$ randomization.py [-h] -s SOURCE -d DESTINATION

options:
  -h, --help            show this help message and exit
  -s SOURCE, --source SOURCE
                        Source folder containing images.
  -d DESTINATION, --destination DESTINATION
                        Destination folder to save randomized images to.