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Search results for pytorch denoising
denoising
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pytorch
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34 search results found
Kair
⭐
2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Fullsubnet
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443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Image Restoration Sde
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299
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Tenet
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237
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
Led
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219
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
Topaz
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146
Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.
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.
Adafm
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130
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
Noise2noise Pytorch
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122
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
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
Pmn
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99
[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)
Cbdnet Pytorch
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91
PyTorch implementation of CBDNet.
Restoring Extremely Dark Images In Real Time
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86
The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Dvdnet
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55
DVDnet: A Simple and Fast Network for Deep Video Denoising
Dhdn
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40
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
Usaid
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35
[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"
Pytorch Recurrent Ae Siggraph17
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29
Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder' , https://research.nvidia.com/publication/interactiv
Pre Training Via Denoising
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29
Official implementation of pre-training via denoising for TorchMD-NET
Impartial
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28
Interactive deep learning whole-cell segmentation and thresholding using partial annotations
Trainable Bilateral Filter Source
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24
This is our implementation of a trainable bilateral filter layer (PyTorch)
Hifigan Denoiser
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22
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Invdn
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19
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
Optimaltransportmodeling
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17
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
Trainable Joint Bilateral Filter Source
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16
This is our implementation of a trainable joint bilateral filter layer (PyTorch)
Nind Denoise
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16
Image denoising using the Natural Image Noise Dataset
Denoisers
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15
Simple PyTorch Denoisers for Audio and Spectrograms
Sgdl
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14
Source code for Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022.
Sldl
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14
Single-line inference of SOTA deep learning models
Pytorch Deepglr
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10
A pytorch implementation of Deep Graph Laplacian Regularization for image denoising
Pt_ir
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8
Image Restoration Toolkit in PyTorch
Dvae Pytorch
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8
Denoising Variational Autoencoder
Mdvrnet
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7
Pytorch implementation of the paper "MdVRNet: Deep Video Restoration under Multiple Distortions" (VISAPP 2022)
Torchepll
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5
EPLL implementation using pytorch
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