Pytorch Implementations

Implementing Serveral Networks in pytorch with studying it each papers. Welcome any advice with widely open arms.

Datasets

Dataset	Image source	Download link
CelebA	Ziwei Liu et al. ICCV 2015	link
Set 5	Bevilacqua et al. BMVC 2012	link
Set 14	Zeyde et al. LNCS 2010	link
Urban 100	Huang et al. CVPR 2015	link
BSD 100	Martin et al. ICCV 2001	link
Sun-Hays 80	Sun and Hays ICCP 2012	link

Implementations

• GANs

  • VanilaGAN
  • cGAN
  • DCGAN
  • LSGAN
  • SRGAN
  • WGAN
  • WGAN-GP

• VGG

• ResNet

• MobileNet

  • Version 1
  • Version 2

• DenseNet