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627 search results found

Iseebetter ⭐ 223

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

Drrn_cvpr17 ⭐ 205

Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"

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

Face Hallucination Benchmark ⭐ 199

A collection of state-of-the-art face super-resolution/hallucination methods

Realscaler ⭐ 199

RealScaler - image/video AI upscaler app (Real-ESRGAN)

Trainner ⭐ 198

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

Master Thesis Bayesiancnn ⭐ 197

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Png Upscale ⭐ 196

AI Super - Resolution

Deep_learning_tutorial ⭐ 192

[ko] 패스트캠퍼스 강의 자료

Eesrgan ⭐ 191

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Moephoto ⭐ 189

MoePhoto Image Toolbox萌图工具箱

Msrn Pytorch ⭐ 188

This repository is a PyTorch version of the paper "Multi-scale Residual Network for Image Super-Resolution" (ECCV 2018).

Minimagen ⭐ 186

MinImagen: A minimal implementation of the Imagen text-to-image model

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Keras Image Super Resolution ⭐ 185

EDSR, RCAN, SRGAN, SRFEAT, ESRGAN

Zoom Learn Zoom ⭐ 183

computational zoom from raw sensor data

Mpv Upscale 2x_animejanai ⭐ 182

Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

Face And Image Super Resolution ⭐ 174

[ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

Sof Vsr ⭐ 165

[ACCV 2018 & TIP 2020] Deep Video Super-resolution using HR Optical Flow Estimation

Pytorch Zssr ⭐ 165

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

Deepinv ⭐ 165

PyTorch library for solving imaging inverse problems using deep learning

Dcls Sr ⭐ 162

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

PyTorch codes for "Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors", ACM MM2022 (Oral)

Official codes of CCSR: Improving the Stability of Diffusion Models for Content Consistent Super-Resolution

Awesome Iccv2023 Low Level Vision ⭐ 158

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Waveletsrnet ⭐ 156

A pytorch implementation of Paper "Wavelet-srnet: A wavelet-based cnn for multi-scale face super resolution"

Onnx Web ⭐ 156

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

Styleavatar ⭐ 152

Code of SIGGRAPH 2023 Conference paper: StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video

Awesome Super Resolution ⭐ 149

A curated list of awesome super-resolution resources.

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

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

Real Esrgan Gui ⭐ 147

Lovely Real-ESRGAN / Real-CUGAN GUI Wrapper

Torchsr ⭐ 145

Super Resolution datasets and models in Pytorch

Awesome Iccv2021 Low Level Vision ⭐ 145

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

Friedricelab ⭐ 143

Official repository of the Fried Rice Lab, including code resources of the following our works: ESWT [arXiv], etc. This repository also implements many useful features and out-of-the-box image restoration models.

Awesome Eccv2022 Low Level Vision ⭐ 141

A Collection of Papers and Codes in ECCV2022 about low level vision

Frame-Recurrent Video Super-Resolution (official repository)

Local Texture Estimator for Implicit Representation Function, in CVPR 2022

Video Super Resolution ⭐ 138

Video super resolution implemented in Pytorch

Fast Neural Style ⭐ 137

Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Waifu2x Extension ⭐ 135

Image, GIF and Video enlarger/upscaler achieved with waifu2x and Anime4K. [NO LONGER UPDATED]

Awesome Eccv2020 Low Level Vision ⭐ 134

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

(ECCV 2020) Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

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

Patch-base progressive 3D Point Set Upsampling

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Tecogan Pytorch ⭐ 126

A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution

Ieu.winforms ⭐ 125

Windows only GUI for ESRGAN with additional features

Open Intelligence ⭐ 125

Creepy stalking tool to process security camera motion triggered images and sort seen objects in different categories, detect license plates and faces. Has PWA ready web front end. Meant to make property monitoring faster without need to watch video recordings.

Rdn Tensorflow ⭐ 123

A TensorFlow implementation of CVPR 2018 paper "Residual Dense Network for Image Super-Resolution".

Enhancenet Code ⭐ 123

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis (official repository)

Camerasr ⭐ 122

Camera Lens Super-Resolution in CVPR 2019

Nerf Sr ⭐ 121

[ACM MM 2022] NeRF-SR: High-Quality Neural Radiance Fields using Supersampling

Aws Ai Solution Kit ⭐ 119

Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

Docdiff ⭐ 116

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Styletransfer ⭐ 114

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in PyTorch

Deeply Recursive Cnn Tf ⭐ 114

Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution

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

Efficient & Generic Video Super-Resolution

[CVPR 2022] Official PyTorch Implementation for "Reference-based Video Super-Resolution Using Multi-Camera Video Triplets"

[ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

Esrgan Pytorch ⭐ 111

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

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Super Image ⭐ 110

State-of-the-art image super resolution models for PyTorch.

SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

Srdensenet Pytorch ⭐ 109

SRDenseNet-pytorch（ICCV_2017）

Waifuxl ⭐ 109

State of the art image upscaling, directly in your browser.

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Nuwave2 ⭐ 108

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022

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

Waifu2x ⭐ 106

PyTorch on Super Resolution

Nicescaler ⭐ 105

NiceScaler - image/video deeplearning upscaler (OpenCV)

Tecogan_app ⭐ 104

tecoGAN Windows application ( EXE )

Realesrgan Ncnn Py ⭐ 103

Python Binding for realesrgan-ncnn-vulkan with PyBind11

Hypertransformer ⭐ 102

[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

Machine Learning Projects Python ⭐ 102

9 Projects in ML

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.

Fast Neural Style ⭐ 102

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in Keras

Idn Caffe ⭐ 101

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

Supper Resolution ⭐ 101

Super-resolution (SR) is a method of creating images with higher resolution from a set of low resolution images.

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

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

A collection of tools for painting super-resolution images

Jalali Lab Implementation Of Raisr ⭐ 92

Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has b

Srntt Pytorch ⭐ 91

A PyTorch implementation of SRNTT, which is a novel RefSR method.

Vsr Duf Reimplement ⭐ 90

It is a re-implementation of paper named "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation" called VSR-DUF model. There are both training codes and test codes about VSR-DUF based tensorflow.

Image and video super resolution

Super resolution for remote sensing

Esrganplus ⭐ 88

ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs

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

Awesome Face Restoration ⭐ 87

A curated list of face restoration & enhancement papers and resources

Open source Python library for building bioimage analysis pipelines

Sr_mobile_quantization ⭐ 84

Winner solution of mobile AI (CVPRW 2021).

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