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46 search results found

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Awesome Gan For Medical Imaging ⭐ 1,919

Awesome GAN for Medical Imaging

Super Resolution.benckmark ⭐ 735

Benchmark and resources for single super-resolution algorithms

Dcscn Super Resolution ⭐ 687

A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.

Caffe Vdsr ⭐ 264

A Caffe-based implementation of very deep convolution network for image super-resolution

Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)

Master Thesis Bayesiancnn ⭐ 197

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Deep_learning_tutorial ⭐ 192

[ko] 패스트캠퍼스 강의 자료

Awesome Super Resolution ⭐ 149

A curated list of awesome super-resolution resources.

Fast Style Transfer ⭐ 148

A TensorFlow implementation of real-time style transfer based on the paper 'Perceptual Losses for Real-Time Style Transfer and Super-Resolution' by Johnson et. al

Video Super Resolution ⭐ 138

Video super resolution implemented in Pytorch

Esrgan Pytorch ⭐ 111

A simple implementation of esrgan, which uses the pytorch framework.

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

Latest Development Of Isr Vsr ⭐ 102

Latest development of ISR/VSR. Papers and related resources, mainly state-of-the-art and novel works in ICCV, ECCV and CVPR about image super-resolution and video super-resolution.

Densely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI), 2020

Explorable Super Resolution ⭐ 56

Rcan Tensorflow ⭐ 36

Image Super-Resolution Using Very Deep Residual Channel Attention Networks Implementation in Tensorflow

Srsurvey ⭐ 36

A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys

Hyperspectral Image Spatial Super Resolution Via 3d Full Convolutional Neural Network ⭐ 36

Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network

Dbpn Caffe ⭐ 34

Deep Back-Projection Networks for Super-Resolution

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

Code for paper "Video Super-Resolution with Recurrent Structure-Detail Network" . The code is under preparation and is coming soon.

Super_resolution_survey ⭐ 28

A survey of recent application of deep learning on super-resolution tasks

Pointcloudsuperresolution ⭐ 26

Point Cloud Super Resolution with Adversarial Residual Graph Networks

Image Compression Papers And Code ⭐ 25

Edvr_keras ⭐ 25

Keras implementation of EDVR: Video Restoration with Enhanced Deformable Convolutional Networks

I Am Super ⭐ 25

Video Super Resolution Framework with Pytorch

SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks

Super Resolution Srdpns Tensorflow ⭐ 22

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

Reproducible Image Restoration State Of The Art ⭐ 22

Image Restoration Paper and Code, including Image Denoising, Image Supre-resolution, Image Inpainting etc.

Esrgan Tensorflow ⭐ 16

A tensorflow implementation of ESRGAN

Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"

Fsrcnn_tensorflow ⭐ 12

Tensorflow implementation of 'Accelerating the Super-Resolution Convolutional Neural Network'.

Idn Tensorflow ⭐ 12

TensorFlow Implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)

Superresolution_caffe ⭐ 10

Implementate super resolution in deep learning

Rdnsr Residual Dense Network For Super Resolution Keras ⭐ 10

Residual Dense Network for Super Resolution implementation in Keras

Implementation of Deep Back-Projection Networks For Super-Resolution using Tf and Keras

Dbpn Deep_back_projection_network Keras ⭐ 8

Implementation of paper Deep Back Projection Network paper

Isosurfacesuperresolution ⭐ 8

Source code for the TVCG paper "Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution"

Image Super Resolution ⭐ 6

SISR: RDN & RCAN

Short Summaries of Deep Learning Papers

Awesome Super Resolution ⭐ 6

lots of single image super resolution model implementations in tensorflow

Awesome Superresolution ⭐ 6

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

React implementation of image super-resolution using deep convolutional neural network (SRCNN)

Super Resolution ⭐ 5

Image Super Resolution Papers ⭐ 5

Most updated and comprehensive collections of papers and codings for image super resolution

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