Facial-Expression-Recognition

Kaggle Facial Expression Recognintion Challenge

Run

Download Facial Expression Recognition Dataset

• Data preprocess

python preprocess_fer2013.py

• Train and evaluate VGG19

python mainpro_FER.py --model VGG19 --bs 128 --lr 0.01

• Train and evaluate ResNet18

python mainpro_FER.py --model Resnet18 --bs 128 --lr 0.01

• Train and evaluate our combination model

python combine.py --bs 128 --lr 0.01

Refer to project for subsequent adversarial machine learning based on this project.