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Search results for deep learning super resolution
deep-learning
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super-resolution
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134 search results found
Gfpgan
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33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Mmagic
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6,572
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
Final2x
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4,754
2^x Image Super-Resolution ☢️
Image Super Resolution
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4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Kair
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2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Awesome Gan For Medical Imaging
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1,919
Awesome GAN for Medical Imaging
Qualityscaler
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1,519
QualityScaler - image/video AI upscaler app
Coreml Models
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1,012
Converted CoreML Model Zoo.
Super Resolution.benckmark
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735
Benchmark and resources for single super-resolution algorithms
Srgan Tensorflow
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694
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
Dcscn Super Resolution
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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.
Dpir
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405
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
Pytorch Srgan
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348
A modern PyTorch implementation of SRGAN
Srmd
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345
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Spsr
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336
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
Swin2sr
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303
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr
Highres Net
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269
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.
Caffe Vdsr
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264
A Caffe-based implementation of very deep convolution network for image super-resolution
Toflow
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245
TOFlow: Video Enhancement with Task-Oriented Flow
Deep Iterative Collaboration
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230
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
Nuwave
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210
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
Ignn
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201
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)
Realscaler
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199
RealScaler - image/video AI upscaler app (Real-ESRGAN)
Deep_learning_tutorial
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192
[ko] 패스트캠퍼스 강의 자료
Minimagen
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186
MinImagen: A minimal implementation of the Imagen text-to-image model
Awesome Computer Vision
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186
Awesome Resources for Advanced Computer Vision Topics
Deepinv
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165
PyTorch library for solving imaging inverse problems using deep learning
Pytorch Zssr
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165
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
Dcls Sr
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162
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
Friedricelab
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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.
Frvsr
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141
Frame-Recurrent Video Super-Resolution (official repository)
Lte
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138
Local Texture Estimator for Implicit Representation Function, in CVPR 2022
3pu
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127
Patch-base progressive 3D Point Set Upsampling
Dcsr
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127
[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)
Enhancenet Code
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123
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis (official repository)
Camerasr
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122
Camera Lens Super-Resolution in CVPR 2019
Aws Ai Solution Kit
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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.
Docdiff
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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.
Deeply Recursive Cnn Tf
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114
Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution
Ilo
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111
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
Super Image
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110
State-of-the-art image super resolution models for PyTorch.
Cfsrcnn
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109
Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)
Nuwave2
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108
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022
Dsen2
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106
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
Hypertransformer
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102
[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening
Latest Development Of Isr Vsr
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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.
Drln
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101
Densely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI), 2020
Vsr Duf Reimplement
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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.
Esrganplus
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88
ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs
Biapy
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85
Open source Python library for building bioimage analysis pipelines
2016_super_resolution
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83
ICCV2015 Image Super-Resolution Using Deep Convolutional Networks
Seranet
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79
Super Resolution of picture images using deep learning
Acnet
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78
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
Anime Super Resolution
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77
动漫图片超分辨率(SISR)——基于WDSR (2019-4-30)
Wacv2024 Safa
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77
WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution
Tensorrt Examples
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71
TensorRT Examples (TensorRT, Jetson Nano, Python, C++)
Fisr
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69
Official repository of FISR (AAAI 2020).
2018_subeesh_epsr_eccvw
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66
Project page of the paper 'Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network' (ECCVW 2018)
Neuricam
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64
Deep learning based video sensing method for low-power IoT cameras (Smart glasses, GoPro, Blink etc.).
Rcan It
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61
Revisiting RCAN: Improved Training for Image Super-Resolution
Pytoflow
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54
The py version of toflow → https://github.com/anchen1011/toflow
Jsi Gan
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53
Official repository of JSI-GAN (AAAI 2020).
Ai_upscaler_for_blender
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50
AI Upscaler for Blender using Real-ESRGAN
Cf Net
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49
Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"
Srzoo
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47
SRZoo: An integrated repository for super-resolution using deep learning
Rams
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45
Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
Urbanfm
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44
Pytorch Implement of Urban Flow Magnifier (UrbanFM), KDD-19
Tf Perceptual Eusr
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43
A TensorFlow-based image super-resolution model considering both quantitative and perceptual quality
Cssr
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42
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.
Tensorflow Espcn
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42
TensorFlow implementation of the Efficient Sub-Pixel Convolutional Neural Network
Cv_dl_gather
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42
Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.
Msrgan A Gan For Single Image Super Resolution On High Content Screening Microscopy Images.
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40
Generative Adversarial Network for single image super-resolution in high content screening microscopy images
Z Pnn
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39
Pansharpening by convolutional neural networks in the full resolution framework
Ltew
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38
Learning Local Implicit Fourier Representation for Image Warping, in ECCV 2022
Conffusion
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37
Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.
Rcan Tensorflow
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36
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Implementation in Tensorflow
Srsurvey
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36
A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys
Hyperspectral Image Spatial Super Resolution Via 3d Full Convolutional Neural Network
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36
Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network
Srgan
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34
Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Dbpn Caffe
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34
Deep Back-Projection Networks for Super-Resolution
Srcnn Pytorch
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33
Pytorch framework can easily implement srcnn algorithm with excellent performance
Srdrm
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33
Underwater Image Super-Resolution using Deep Residual Multipliers. #ICRA2020
Pgcu
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32
[CVPR'23] Probability-based Global Cross-modal Upsampling for Pansharpening
Realsr Ncnn Jetson Nano
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31
Award winning RealSR super resolution with ncnn on Jetson Nano
Fsrcnn
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30
Unofficial PyTorch implementation of FSRCNN (Fast Super-Resolution Convolutional Neural Network)
Nesvor
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30
NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.
Model Zoo
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29
Implementations of various Deep Learning models in PyTorch and TensorFlow.
Lightfieldreconstruction
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28
High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction
Espcn Pytorch
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28
A PyTorch implementation of ESPCN based on CVPR 2016 paper Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network.
Super_resolution_survey
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28
A survey of recent application of deep learning on super-resolution tasks
Deep Hs Prior
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27
Single Hyperspectral Image Denoising, Inpainting, Super-Resolution
Tensorflow Srgan
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26
Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
Rumpy
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25
Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'
Tf Bsrn Sr
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25
Official implementation of block state-based recursive network (BSRN) for super-resolution in TensorFlow
Magnet
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25
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
I Am Super
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25
Video Super Resolution Framework with Pytorch
Sesr
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24
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks
Ai Challenge
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24
A code for converting and testing Tensorflow models for AI Challenge
Mobile_image Video_enhancement
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24
Sensifai image and video enhancement module on mobiles
Image Super Resolution Application
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22
This is an Image Super Resolution model implemented in python using keras. This model comes with a GUI to allow users to make use of the model easily.
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