gqf126

Awesome-Super-Resolution

A curated list of awesome super-resolution resources.

awesome-deep-hdr

A collection of deep learning based methods for HDR image synthesis

awesome_ImageAesthetics

A list of Image Aesthetics papers and resources.

pwc

This repository is no longer maintained.

corozo

A simple script to encode 4K HDR content using ffmpeg

scracth-detection-and-impainting

sam

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

Image-Harmonization-Dataset-iHarmony4

[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

elpips

E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles

FAB

[ICCV 2019] FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos

3Dfacedeblurring

inception-score-pytorch

Inception Score for GANs in Pytorch

pytorch-fid

Compute FID scores with PyTorch.

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Progressive-Face-Super-Resolution

Official Pytorch Implementation of Progressive Face Super-Resolution (BMVC 2019 Accepted)

generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

kornia

Geometric Computer Vision Library for Spatial AI

FaceForensics

Github of the FaceForensics dataset

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

Awesome-Image-Inpainting

A curated list of image inpainting and video inpainting papers and resources

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

hdrnet

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

numpy-ml

Machine learning, in numpy

GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

zoom-learn-zoom

computational zoom from raw sensor data