ppedge

privacy preserving edge computing

This study investigate

• Optimization on Multi input model
• Privacy scheme
• Real model 1): Face mask detection. https://github.com/cabani/MaskedFace-Net
• Real model 2): State farm dataset. https://www.kaggle.com/c/state-farm-distracted-driver-detection

Result

Requirement

• tensorflow 2.x
• scikit-image 0.19.x

structure

ppedge

• init.py
• graph_modifier.py
• ochestractor.py
• profilier.py
• utils.py

Input

Not scaled image

SSIM as privacy metrics

• SSIM comparison methods