-
Generator
- Attention map Generation Module
- Autoencoder - Raindrop Free Generation Module
-
Discriminator
-
PSNR : 34.83 , SSIM : 0.9788
-
PSNR : 30.88 , SSIM : 0.9588
-
PSNR : 31.78 , SSIM : 0.9613
-
PSNR : 33.42 , SSIM : 0.9680
-
PSNR : 33.59 , SSIM : 0.9697
-
PSNR : 35.36 , SSIM : 0.9792
- Raindrop Image & Generative Image
- LSGAN : https://arxiv.org/pdf/1611.04076.pdf
- SRGAN : https://arxiv.org/pdf/1609.04802.pdf
- RCAN(Image Super-Resolution Using Very Deep Residual Channel Attention Networks) : https://arxiv.org/pdf/1807.02758.pdf
- pix2pix : https://arxiv.org/pdf/1611.07004.pdf
- Neural style transfer : https://arxiv.org/pdf/1508.06576v2.pdf
- Loss Functions for Image Restoration with Neural Networks : https://arxiv.org/pdf/1511.08861.pdf
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent