srcnn | Topic | Ecosyste.ms: Repos

Topic: "srcnn"

LoSealL/VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

Language: Python - Size: 9.04 MB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 1,651 - Forks: 298

soapisnotfat/super-resolution

collection of super-resolution models & algorithms

Language: Python - Size: 53.7 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 745 - Forks: 188

alohaleonardo/Super_Resolution_with_CNNs_and_GANs

Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch

Language: Jupyter Notebook - Size: 6.34 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 278 - Forks: 77

thangvubk/video-super-resolution

Video super resolution implemented in Pytorch

Language: Python - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 189 - Forks: 41

kawaiibilli/pytorch_srcnn

pytorch implementation of Super Resolution CNN as discussed in http://personal.ie.cuhk.edu.hk/~ccloy/files/eccv_2014_deepresolution.pdf

Language: Python - Size: 82 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 60 - Forks: 14

Edwardlzy/SRCNN

Tensorflow implementation of single image super-resolution using a Convolutional Neural Network

Language: Python - Size: 9.99 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 47 - Forks: 17

YeongHyeon/Super-Resolution_CNN

Implementation of "Image Super-Resolution using Deep Convolutional Network"

Language: Python - Size: 132 MB - Last synced at: 1 day ago - Pushed at: over 5 years ago - Stars: 45 - Forks: 13

A Super-Resolution Convolutional Neural Network builds for artwork, anime, and illustration. Senior Project - Artwork Enlargement and Quality Improvement using Machine Learning. ICITEE 2021 - Enhancement of Anime Imaging Enlargement Using Modified Super-Resolution CNN.

Language: Python - Size: 473 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 1

vilmacio/depixelate

Upscale an illustration and increase details

Language: Python - Size: 218 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

YeongHyeon/Super-Resolution_CNN-PyTorch

Implementation of 'Image Super-Resolution using Deep Convolutional Network'

Language: Python - Size: 114 MB - Last synced at: 1 day ago - Pushed at: over 5 years ago - Stars: 25 - Forks: 4

george-gca/sr-pytorch-lightning

Super-Resolution models implemented in PyTorch Lightning

Language: Python - Size: 86.9 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 5

jinsuyoo/srcnn

TensorFlow implementation of SRCNN

Language: Python - Size: 67.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 0

BobLiu20/SuperResolution_Caffe

Implementate super resolution in deep learning

Language: Python - Size: 2.38 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 13 - Forks: 5

pydevcasts/MLHub

MLHub is a collection of impactful machine learning projects designed for learners and enthusiasts in the field of data science. Our goal is to provide accessible and hands-on experiences that help individuals understand the fundamentals of machine learning and data analysis.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 1

ashishpatel26/SRCNN_SRGAN_ESRGAN_ON_BRAIN_MRI

SRCNN_SRGAN_ESRGAN_ON_BRAIN_MRI

Language: Jupyter Notebook - Size: 41.6 MB - Last synced at: 25 days ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 5

cicada5126/Image-quality-improvement-system-based-on-deep-learning

基于数字图像处理和深度学习的图像质量提升使用PRIDNet 和SRCNN 进行去噪和超分. 用 SpringBoot+Mybatis plus+Vue进行界面和后端设计

Language: Jupyter Notebook - Size: 50.2 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 4

rageworx/SRCNN_OpenCV_GCC Fork of shuwang127/SRCNN_Cpp

C++ Implementation of Image Super-Resolution with Convolutional Neural Network with OpenCV adn OpenMP [Discontinued]

Language: C - Size: 18.1 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

saadhaxxan/Image-Super-Resolution-with-SRCNN

Image-Super-Resolution-with-SRCNN

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

TheStarkor/SRCNN-tensorflow2

Implementation of SRCNN in Tensorflow 2

Language: Python - Size: 1.73 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

Mulns/SuperSR-deprecated-

An implementation of data-pipeline and models of SR (super-resolution based on CNN) research.

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 1

meng1994412/SRCNN

Implemented super resolution convolutional neural networks (SRCNN) and applied super resolution to input images.

Language: Python - Size: 5.62 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 1

abdulwaheedsoudagar/SR-CNN

Super resolution based on SRCNN using Keras (2.0)

Language: Jupyter Notebook - Size: 2.35 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

Vaibhav-Rathod/Under-Water-Image-Enhancement-By-SRCNN

An underwater image enhancement method and a corresponding image super-resolution algorithm. Image enhancement Technique. Super-resolution Convolutional neural networks the Retinex algorithm gamma correction. Dark prior

Language: Jupyter Notebook - Size: 23.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

imironhead/ml_super_resolution

Replicated Results of Super Resolution Papers

Language: Python - Size: 58.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 3

bloc97/Torch-VDSR

Torch implementation of the VDSR-CNN Upscaling algorithm

Language: Lua - Size: 2.39 MB - Last synced at: 15 days ago - Pushed at: about 8 years ago - Stars: 5 - Forks: 1

ryanhe312/waifu2x-qt

AI-powered Image Resize Tool

Language: Python - Size: 647 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

Cuda-Chen/SRCNN-cpp

C++ implementation of SRCNN (Super-Resolution Convolutional Neural Network)

Language: C++ - Size: 1010 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

kcct-fujimotolab/keras-super-resolution

Easy model running super resolution based on SRCNN using Keras.

Language: Python - Size: 45.9 KB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 3

Nhat-Thanh/SRCNN-TF

Tensorflow 2.x based implementation of SRCNN for single image super-resolution

Language: Python - Size: 23.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

fbasatemur/SRCNN_Image_Restoration

Single image super resolution example has been tried to be created with Python/Keras and PyQt5

Language: Python - Size: 12.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

RakeshRaj97/EDSR-Super-Resolution

This repository is an implementation of EDSR model implemented in PyTorch

Language: Python - Size: 10.7 MB - Last synced at: 9 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Pol22/SuperResolutionCNN

SRCNN implementation described on https://arxiv.org/pdf/1501.00092.pdf

Language: Python - Size: 1.79 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

FilippoVajana/pytorch-SuperResolution

PyTorch implementation of SRCNN and EDSR neural networks for Super Resolution Single Frame tasks

Language: Python - Size: 5.59 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

SaumyaBhandari/Image-SuperResolution-

A Super Sampling model created using the SRCNN method proposed by Chao Dong, Chen Change Loy in 2015. It uses Convolutional Networks to identify features and uses "Depth-To-Feature" technique in the end to generate a high resolution image of a given low resolution input. The model is trained and tested on BSDS500 dataset.

Language: Jupyter Notebook - Size: 9.14 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

athiyadeviyani/super-resolution Fork of krasserm/super-resolution

Implementation of EDSR, ESPCN, LAPSRN, SRCNN, SRGAN and WDSR for single image super-resolution (SISR) based on Tensorflow 2.x for CMU's 10-707 Advanced Deep Learning Final Project

Language: Jupyter Notebook - Size: 146 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Fivefold/SRCNN

Super Resolution Convolutional Neural Network (SRCNN) for Python/Torch, Numpy and Avnet's ZedBoard

Language: VHDL - Size: 12.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

kingfischer16/srcnn-tf2

Implementation and experimentation of the SRCNN model in TensorFlow 2.0

Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 4

Nagaraj-U/ImageSuperResolution

The goal is to recover a high resolution image from a low resolution input using deep convolutional neural networks

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

Slothfulwave612/Image-Super-Resolution

Deploying the Super-Resolution-Convolutional-Neural-Network (SRCNN) algorithm to make a high-resolution image from a low-resolution image.

Language: Jupyter Notebook - Size: 21.7 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

irasin/SRCNN-Chainer

SRCNN by Chainer

Language: Python - Size: 937 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

nikinsta/image-super-resolution-by-srcnn

Image Super Resolution by SRCNN

Language: Python - Size: 21.8 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

novwaul/Individual-Study

Lab. Intern with super-resolution

Language: Python - Size: 50.8 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

NyanMaths/wtwice

A beautiful video upscaler intended to be lightweight

Language: Python - Size: 216 KB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

jahnvisikligar/Deep-Learning-Computer-Vision

This repository is reflection of the artificial intelligence algorithms and explore their application in computer vision. The work implemented by me are in accordance with the coursework - ECS795P

Language: Jupyter Notebook - Size: 29.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Nhat-Thanh/SRCNN-Pytorch

Pytorch based implementation of SRCNN for single image super-resolution

Language: Python - Size: 32 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

bui-thanh-lam/image-super-resolution

Single image super resolution CLI tool, based on Deep learning methods.

Language: Python - Size: 9.36 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

abhishekchavannn/Image-Super-Resolution-SRCNN

Deployed the super-resolution convolution neural network (SRCNN) using Keras. Recovers a high-resolution image from a low-resolution input.

Language: Jupyter Notebook - Size: 689 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Mohitkr95/Image-Super-Resolution

The goal of this project is to upscale and improve the quality of low resolution images. This project contains Keras implementations of different Residual Dense Networks for Single Image Super Resolution

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

tarushi98/SRCNN

Image Super Resolution using SRCNN

Language: Jupyter Notebook - Size: 1.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 3

sharmaroshan/Image-Super-Resolution

Image Super Resolution is one of the most Intriguing and Interesting Projects in Deep Learning and It is done by an Architecture of Deep Learning called Super Resolution Convolutional Neural Networks or SRCNN. Using Image Super Resolution Technique we can convert the Low Resolution Images into High Resolution, Which can be really helpful for Domains where the Clarity and High Definitions are Highly Required.

Language: HTML - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 3

zxmeng/AwesomeDeep

Computational Photography: Neural Style Transfer and Super-Resolution (SRCNN)

Language: Python - Size: 63.1 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

justanhduc/SRCNN

An implementation of SRCNN

Language: Python - Size: 157 KB - Last synced at: 5 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

oovm/semantic-id.rs

Scalable Super Resolution in pure rust

Language: Rust - Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

akhundmuzzammil/SuperResolutionSatellite

SuperResolutionSatellite is a deep learning project that enhances the resolution of satellite imagery using a Super Resolution Convolutional Neural Network (SRCNN).

Language: Python - Size: 19.2 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Sirius147/img-transforming-Neural-Nets-Studying

image transformation

Language: Jupyter Notebook - Size: 146 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Kieuker/srcnn-pytorch

A PyTorch implementation of SRCNN

Language: Python - Size: 12.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

who-else-but-arjun/Ethos_Round2

This repository consists the source code for the image enhancement pipeline built during the second round of Ethos Hackathon at IIT Guwahati. This pipeline integrates SRCNN, LIME and DeblurGAN for the enhancement of low quality CCTV frames. Also integrates VGGface face recognition model.

Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 2

AchiraLaovong/Image-Enhancement

My first Deep Learning Project. A small project on SRCNN (Super Resolution Convolutional Neural Network) for image enhancement/image restoration.)

Language: Jupyter Notebook - Size: 60 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

pooja-premnath/ImageSuperResolution_Urban100

Language: Jupyter Notebook - Size: 187 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

egemengulpinar/Image-Super-Resolution-SRCNN

Image super resolution using with Deep Convolutional Neural Networks

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

novwaul/SRCNN

Language: Python - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

aduale04/SR_CNN

This project implements SRCNN (Super-Resolution Convolutional Neural Network) for single-image super-resolution. The algorithm is trained on a dataset of low-resolution and high-resolution image pairs, and can improve the visual quality of low-resolution images by generating high-resolution images from them.

Language: Python - Size: 219 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Animesh-Chourey/SRCNN-PyTorch

Critical Analysis and Implementation of SRCNN (part of Deep Learning and Computer Vision module)

Language: Python - Size: 471 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

OssaMajali/Super-Resolution-Image

Deep Learning-based super resolution image reconstruction

Language: Python - Size: 987 KB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ddman1101/SRCNN-Partial-Convolution

Using Partial Convolution with Zero-Padding in SRCNN

Language: Python - Size: 19.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mugheerasadiq/imgsupersrcnn

Image Super Resolution using SRCNN. Recovering of high-resolution image from a single low-resolution image. Deploying the super-resolution convolution neural network (SRCNN) using Keras

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

TanakitInt/FSRCNN-anime 📦

A Fast and Accurate Super-Resolution Convolutional Neural Network (FSRCNN) build for artwork, anime, and illustration.

Language: Python - Size: 6.37 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0