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 (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-06-17T01:40:58.000Z (almost 7 years ago)
- Last Synced: 2025-06-09T14:09:16.402Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 14.6 KB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
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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)