Demakeup Project Use Unet model, Resnet50 Pretrained Datasets: Makeup Style ---- No makeup ---- Makup Model: Unet architecture + Resnet50 Pretrained Loss: You can choose L1 Loss or Perceptual Loss L1 loss Perceptual Loss Training: I used Kaggle to train model. Training 150 epochs with L1 loss Training 150 epochs with Perceptual Loss Result: L1 loss PSNR: 29.8 Makeup --- Demakeup Target --- Demakeup Result Perceptual Loss PSNR: 30.08 Makeup --- Demakeup Target --- Demakeup Result Reference https://arxiv.org/abs/2104.01867 https://arxiv.org/pdf/1505.04597v1.pdf https://github.com/VinAIResearch/CPM
