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Search results for pytorch image denoising

image-denoising x

34 search results found

Nafnet ⭐ 1,742

The state-of-the-art image restoration model without nonlinear activation functions.

Mprnet ⭐ 1,018

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

Daclip Uir ⭐ 441

PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Uformer ⭐ 391

[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

Cycleisp ⭐ 364

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.

Promptir ⭐ 215

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)

Dncnn Pytorch ⭐ 129

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

Mirnetv2 ⭐ 113

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Attention-guided CNN for image denoising(Neural Networks,2020)

Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"

Deep Learning On Image Denoising An Overview ⭐ 81

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

Image Denoising With Deep Cnns ⭐ 80

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

Cvf Sid_pytorch ⭐ 58

Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

Torch Submod ⭐ 39

A PyTorch library for differentiable submodular minimization.

Lidia Denoiser ⭐ 38

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Pytorch Tensor Train Network ⭐ 37

Jun and Huck's PyTorch-Tensor-Train Network Toolbox

[AAAI 2023] Adaptive Dynamic Filtering Network for Image Denoising.

Rednet Pytorch ⭐ 29

PyTorch Implementation of image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections (NIPS 2016)

Ne2ne Image Denoising ⭐ 23

Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training

Noise2noise Cryo Em Image Denoising ⭐ 18

pytorch implementation of noise2noise for Cryo-EM image denoising

Mlefgn Pytorch ⭐ 17

This repository is a PyTorch version of "Soft-edge Assisted Network for Single Image Super-Resolution". (IEEE TNNLS 2020)

A cross Transformer for image denoising(Information Fusion, 2023)

Arcnn Pytorch ⭐ 12

PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)

Pytorch Deepglr ⭐ 10

A pytorch implementation of Deep Graph Laplacian Regularization for image denoising

Snet Pytorch ⭐ 8

PyTorch implementation of S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction (2018)

Residual U-shaped Network for Image Denoising (IPIU 2020)

official repository of "Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-scale Perspective"

Image Denoising Using Deep Convolutional Autoencoder with Feature Pyramids

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1-34 of 34 search results

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