foreverfei

pix2pix_PAN

pix2pix and PAN(Parceptual Adversarial Networks) in PyTorch

RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

DCPDN

Densely Connected Pyramid Dehazing Network (CVPR'2018)

cgnl-network.pytorch

Compact Generalized Non-local Network (NIPS 2018)

video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

BIMEF

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

LECARM

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.

deep_class_aware_denoising

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

LLNet

A low light image enhancement with deep learning

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

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

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

SRMD

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

CBDNet

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

MADRL

Repo containing code for multi-agent deep reinforcement learning (MADRL).

PytorchSSD

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

RefineDet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

im2avatar

frp

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

chainer-gqn

Neural scene representation and rendering (GQN)