conson0214 Goto Github PK

aran

The implementation of our paper "Image Super-Resolution using Aggregated Residual Transformation Networks with Spatial Attention ".

autel

awesome-image-denoising-state-of-the-art

awesome image and video denoising, state of the art networks

awesome-super-resolution

Collect super-resolution related papers, data, repositories

cincgan-pytorch

Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.

cnn-visualization

CNN可视化、理解CNN

colour-demosaicing

CFA (Colour Filter Array) Demosaicing Algorithms for Python

cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

dasr

Coming soon!

demosaicing-dataset-generator

A Python implementation of the demosaicing dataset generation algorithm proposed by Khashabi et al. (July 2013). https://ieeexplore.ieee.org/abstract/document/6906294

drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

elpips

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

handheld-multi-frame-super-resolution

An implementation of the paper Handheld Multi-Frame Super-Resolution

heavyrainremoval

An implementation of paper "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning" (CVPR19)

imdn

Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019)

implement-of-sca-cnn

Implement-of-SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Caption

kernelgan

machine_learning

machine learning backup

mwcnn_pytorch

Training Code for MWCNN in PyTorch environment

project_dligb

Deep learning for image gen topic(Deblur/SR/NR), including Training/Evaluation/Pruning/Quantization

python-demosaicing

Computational Photography assignment: demosaicing

python-wavelets

学习小波

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

rcan

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

real-world-sr

[ICCVW 2019] PyTorch implementation DSGAN and ESRGAN-FS. Winner of the AIM 2019 challenge on Real World Super-Resolution

realsr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

scale-arbitrary-sr

A single model for SR with arbitrary scale factors.

sftgan

CVPR18 - Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

sngan

A Pytorch implementation of "Spectral Normalization for Generative Adversarial Networks"