Fei Li's starred repositories
pix2pix_PAN
pix2pix and PAN(Parceptual Adversarial Networks) in PyTorch
cgnl-network.pytorch
Compact Generalized Non-local Network (NIPS 2018)
video-quality
Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...
DeRaindrop
Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
Non-local_pytorch
Implementation of Non-local Block.
CycleGANwithPerceptionLoss
CycleGANs with perception loss for clarifying rainy images. A pytorch framework.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorchviz
A small package to create visualizations of PyTorch execution graphs
pytorch-msssim
PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
Exclusively-Dark-Image-Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
noise2noise
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
PytorchSSD
pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet
chainer-gqn
Neural scene representation and rendering (GQN)