/ML-proj-FER

SJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue.

Primary LanguageJupyter Notebook

ML-proj-FER

SJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue.

Requirements

PyTorch AdverTorch NumPy

Facial Expression Recognition

Run the Jupyter Notebook FER.ipynb, and follow the text instructions.

Adversarial Attack and Defense

Run main.py. Also open the config.py for configurations.

checkpoints

Our trained model checkpoints can be found in Link