Age prediction from faces

Networks (Results)

• resnet34 pretrained + adamW+ wd = 1e-3, MSEflat
  • 6.671485 (mae)
• resnet50 pretrained + adamW+ wd = 1e-3, MSEflat
  • a little worse somehow :/
• resnet50 pretrained + adamW+ wd = 1e-3, L1flat (smooth L1)
  • works but not that great

Conclusion

• adamW, mse is great combo
• bigger networks could overfit