167 Open source projects that are alternatives of or similar to Pixel Recursive Super Resolution

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

AI Super - Resolution

A Real-ESRGAN model trained on a custom dataset

SRZoo: An integrated repository for super-resolution using deep learning

Official Python implementation of the 'Sparse deconvolution'-v0.3.0

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

Open source single image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art super-resolution models. Also acts as the companion code for the IEEE signal processing letters paper titled 'Improving Super-Resolution Performance using Meta-Attention Layers’.

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

天池2019阿里巴巴优酷视频增强和超分辨率挑战赛自用代码，EDVR、WDSR、ESRGAN三个模型。

Manual, source-code and binaries for the NanoJ-Fluidics project

[TPAMI 2020] Parallax Attention for Unsupervised Stereo Correspondence Learning

ImSwitch is a software solution in Python that aims at generalizing microscope control by providing a solution for flexible control of multiple microscope modalities.

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

NTIRE 2020 NonHomogeneous Dehazing Challenge (CVPR Workshop 2020) 1st Solution.

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020)

Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"

Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".

A video analysis tool built completely in python.

VDSR (CVPR2016) pytorch implementation

Official implementation of block state-based recursive network (BSRN) for super-resolution in TensorFlow

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Official repository of FISR (AAAI 2020).

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.

Efficient & Generic Video Super-Resolution

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

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

A modern PyTorch implementation of SRGAN

Pytorch implementation for SRDenseNet (ICCV2017)

SwinIR: Image Restoration Using Swin Transformer (official repository)

[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

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

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

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

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

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

An Unofficial PyTorch Implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

The official pytorch implemention of the CVPR paper "Temporal Modulation Network for Controllable Space-Time Video Super-Resolution".

A generic framework which implements some famouts super-resolution models

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

只要蘊藏著想成為真物的意志，偽物就比真物還要來得真實。

Bicubic interpolation for images (Python)

Super-Resolution imaging with Convolutional Neural Network library for G++, Non-OpenCV model.

TOFlow: Video Enhancement with Task-Oriented Flow

Neighborhood Regression for Edge-Preserving Image Super-Resolution (ICASSP 2015)

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

A collection of tools for painting super-resolution images

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.

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

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

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

All image quality metrics you need in one package.

Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944

Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020