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Search results for python image denoising
image-denoising
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65 search results found
Nafnet
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1,742
The state-of-the-art image restoration model without nonlinear activation functions.
Mprnet
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1,018
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Scunet
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516
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Daclip Uir
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441
PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.
Mirnet
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436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
Cbdnet
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410
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
Uformer
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391
[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Cycleisp
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364
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
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
Ridnet
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224
Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.
Promptir
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215
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Fbcnn
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206
Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)
Maskeddenoising
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183
[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
Brdnet
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178
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
Sunet
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135
SUNet: Swin Transformer with UNet for Image Denoising
Dncnn Pytorch
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129
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
Mwcnnv2
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124
Multi-level Wavelet Convolutional Neural Networks
Ailearnnotes
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122
Artificial Intelligence Learning Notes.
Dsrvae
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114
Unsupervised Real Image Super-Resolution via Variational AutoEncoder in CVPR2020
Mirnetv2
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113
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
Pngan
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103
"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)
Adnet
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99
Attention-guided CNN for image denoising(Neural Networks,2020)
Sadnet
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97
Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"
Deep Learning On Image Denoising An Overview
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81
Deep Learning on Image Denoising: An overview (Neural Networks, 2020)
Sparselandtools
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79
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Ecndnet
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60
Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)
Cvf Sid_pytorch
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58
Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)
Gcdn
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44
Deep Graph-Convolutional Image Denoising
Dudenet
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43
Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)
Didn
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42
Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
Dhdn
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40
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
Lidia Denoiser
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38
LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)
Deepboosting
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35
Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence
Adfnet
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35
[AAAI 2023] Adaptive Dynamic Filtering Network for Image Denoising.
Dncnn Denoise Gaussian Noise Tensorflow
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34
Simple implementation of the paper (DnCNN)'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising'
Noise2fast
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33
Rednet Pytorch
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29
PyTorch Implementation of image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections (NIPS 2016)
Kbnet
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23
KBNet: Kernel Basis Network for Image Restoration
Ne2ne Image Denoising
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23
Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training
Nlrn_v0
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22
Code of Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)
Densely Self Guided Wavelet Network For Image Denoising
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20
A network for image denoising (A solution for NTIRE 2020)
Srmnet
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20
Selective Residual M-Net for Real Image Denoising
Noise2noise Cryo Em Image Denoising
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18
pytorch implementation of noise2noise for Cryo-EM image denoising
Mlefgn Pytorch
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17
This repository is a PyTorch version of "Soft-edge Assisted Network for Single Image Super-Resolution". (IEEE TNNLS 2020)
Pridnet
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16
Code for the paper "Pyramid Real Image Denoising Network"
Ctnet
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16
A cross Transformer for image denoising(Information Fusion, 2023)
K Svd
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16
K-SVD Methods for Image Denoising.
Visual_comparison
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14
A comparison tool to aid image/video enhancement research
Sar Cam
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14
[IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"
Fan
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14
Frequency Denoising Network: Blind Noise Removal for Real Images
Astro_u Net
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13
Arcnn Pytorch
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12
PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)
Aiml Image Enhancement
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11
AI ML based Image enhancement module built in Python. It is used for improving the quality of images using different filters in openCV. It works better with gray-scale images.
Pytorch Deepglr
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10
A pytorch implementation of Deep Graph Laplacian Regularization for image denoising
Divanet
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9
PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)
Srmnet Thesis
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8
Image Restoration thesis
Snet Pytorch
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8
PyTorch implementation of S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction (2018)
Image Denoising Tensorflow Keras
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8
Deep learning based image denoising using tensorflow/Keras combined with block matching
Run
⭐
7
Residual U-shaped Network for Image Denoising (IPIU 2020)
Overnet Pytorch
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7
PyTorch implementation of OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network (WACV 2021)
Mcscnet
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6
official repository of "Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-scale Perspective"
Bm3d
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6
BM3D denoising method implementation on Python
Deepgtv
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6
Unrolling of Deep Graph Total Variation for Image Denoising
Aefpnc
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6
Image Denoising Using Deep Convolutional Autoencoder with Feature Pyramids
Rddcnn
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5
A robust deformed CNN for image denoising (CAAI Transactions on Intelligence Technology,2022)
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