https://github.com/foruck/ml-proj-fer

SJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue.
https://github.com/foruck/ml-proj-fer

Last synced: about 1 month ago
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SJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue.

• Host: GitHub
• URL: https://github.com/foruck/ml-proj-fer
• Owner: Foruck
• Created: 2019-06-16T13:21:21.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-06-17T01:40:58.000Z (over 5 years ago)
• Last Synced: 2023-09-29T16:07:03.861Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 14.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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](https://drive.google.com/drive/folders/1-4PJF1O-yVScJq8WO18jQqNCMX6sQ6y6?usp=sharing)