sisr 开源项目推荐（86 个）

cszn /KAIR

图像恢复收件箱（PyTorch）。DPIR、USRNet、DnCNN、FFDNet、SRMD、DPSR、BSRGAN、SwinIR的培训和测试代码

cszn /USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

HasnainRaz /Fast-SRGAN

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

cszn /SRMD

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

wmylxmj /Anime-Super-Resolution

动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)

RaoUmer /SRResCGAN

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

amanchadha /FRVSR-GAN

A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs

zhitao654321 /super-resolution-SRDPNs-tensorflow

My implementaion of super-resolution based on dual-path networks. It can be used directly to reconstruct your low-resolution image to high-resolution. Also, you can use your dataset to train your networks

renarchi /Re-SISR

A collection of custom Super-Resolution models and restoration experiments.

oneTaken /Awesome-SuperResolution

awesome super resoluiton paper collections w/o code including paper citation

stinkybread /super_resolution_dataset_creator

Scripts to help easily create image pair datasets for super resolution models

payne911 /SR-ResCNN-Keras

A Keras implementation of a SISR (Single-Image Super-Resolution) Residual-CNN.

MIVRC /Image-Super-Resolution-Guide

A curated list of awesome image super resolution

alcarbone /S5P_SISR_Toolbox

Sentinel-5P Single-Image Super-Resolution Toolbox

enhancr /figsr

figsr — a frequency-domain (FFT-based) SISR architecture. Enhances detail reconstruction and inference speed, combining the strengths of CNNs and Transformers while mitigating their core limitations.

kkaryl /AI6126-Advanced_Computer_Vision

This repository contains source code implementation of assignments for NTU's MSAI course AI6126 on Advanced Computer Vision (2020 Sem 1).

kozistr /Awesome-Super-Resolution

lots of single image super resolution model implementations in tensorflow

Abd-AlrahmanBadr /SingleImageSuperResolution

Graduation Project. Applying Generative Adversarial Networks(GAN) with Residual-In-Residual(RIR) blocks.

songzijiang /LGAN

Source codes for LGAN

Courage-1984 /Dataset-Forge

Dataset Forge - Your Dataset helper.