Masked/Not masked

Networks(Results)

To Beat : 0.9787 (20 epochs)

• resnet50 + AdamW (pretrained)
  • wd = 10e-4, lr = 3e-4, 7 epochs, 64x64
    • 99.27%
  • no dropout
    • underfitting like hell
    • 98.54%
• vgg16 + AdamW (pretrained)
  • wd = 10e-4, lr = 3e-4, 5 epochs, 64x64
    • 98. something

Conclusion

• vgg16 ~ resnet50
• weight decay is awesome

Beat :)