Open Source Libs
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Open Source Libraries
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Denoising
94 Open Source Denoising Software Projects
Free and open source denoising code projects including engines, APIs, generators, and tools.
Noise2noise
900 ⭐
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Lighthouse2
629 ⭐
Lighthouse 2 framework for real-time ray tracing
Kair
1324 ⭐
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Ray Tracing Renderer
556 ⭐
[UNMAINTAINED] Real-time path tracing on the web with three.js
Dipy
488 ⭐
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
Srmd
359 ⭐
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Noise2noise Pytorch
204 ⭐
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
Tenet
189 ⭐
Official Pytorch Implementation for Rethinking the Pipeline of Demosaicing, Denoising and Super-Resolution
Adafm
166 ⭐
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
Tensorflow Mnist Cvae
143 ⭐
Tensorflow implementation of conditional variational auto-encoder for MNIST
Glslsmartdenoise
168 ⭐
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
Wavenet Enhancement
87 ⭐
Speech Enhancement using Bayesian WaveNet
Rankpruning
79 ⭐
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
Sagan
86 ⭐
Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network
Deep_demosaick
75 ⭐
Iterative Residual Network for Deep Joint Image Demosaicking and Denoising
Cbdnet Pytorch
103 ⭐
PyTorch implementation of paper "Toward Convolutional Blind Denoising of Real Photographs" (CVPR 2019)
Cresmd
85 ⭐
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Dpir
300 ⭐
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
Dhdn
54 ⭐
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
Bm3D_py
132 ⭐
pure Python implement of BM3D
Cbdnet Tensorflow
45 ⭐
Tensorflow implementation of paper "Toward Convolutional Blind Denoising of Real Photographs" (CVPR 2019)
Dvdnet
61 ⭐
DVDnet: A Simple and Fast Network for Deep Video Denoising
Python Meegkit
71 ⭐
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧
Voice Denoising An
42 ⭐
A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The base architecture is adapted from Pix2Pix.
Pytorch Recurrent Ae Siggraph17
46 ⭐
Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder' , https://research.nvidia.com/publication/interactive-reconstruction-monte-carlo-image-sequences-using-recurrent-denoising
Ecg Denoise
35 ⭐
Denoise of ECG signal with machine learning
Cpce 3D
37 ⭐
Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
Awesome Speech Enhancement
47 ⭐
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
Ccpi Regularisation Toolkit
31 ⭐
The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks
Usaid
28 ⭐
[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"
Rnnoise_python
29 ⭐
python wrapper for rnnoise library
Randomly
29 ⭐
A Library for Denoising Single-Cell Data with Random Matrix Theory
Panoramicrpca
35 ⭐
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
Low Level Vision Zoo
32 ⭐
A low-level vision zoo for dehazing, deblurring, denoising, deraining, inpainting, color enhancement, brightening, and super resolution .
V Sense Lfbm5d
20 ⭐
C/C++ implementation of the LFBM5D filter for light field denoising and super-resolution. https://v-sense.scss.tcd.ie/?p=893
Scn
26 ⭐
Scale-wise Convolution for Image Restoration
Kpcn
21 ⭐
PyTorch implementation of Kernel-predicting convolutional networks for denoising Monte Carlo renderings (Jupyter notebook)
Wavelet Denoiser
24 ⭐
A wavelet audio denoiser done in python
Dmrdenoise
68 ⭐
:snowman: Differentiable Manifold Reconstruction for Point Cloud Denoising (ACM MM 2020)
Mitk Diffusion
34 ⭐
MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit
Dictlearn
20 ⭐
Dictionary Learning for image processing
Autoencoders And Decoders Using Keras And Tensorflow
16 ⭐
This repo contains auto encoders and decoders using keras and tensor flow. It shows the exact encoding and decoding with the code part.
Lfbm5d
14 ⭐
C/C++ implementation of the LFBM5D filter for light field denoising and super-resolution.
Aspp
14 ⭐
ASPP: Binaural Speech Enhancement with Atomic Speech Presence Probability Estimation
Denoising Neighstft
15 ⭐
Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.
Hsi Sdecnn
27 ⭐
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
Ndsar
25 ⭐
NDSAR speckle filtering for multidimensional and single-channel SAR images
Fingerprint_denoising
16 ⭐
U-Net for fingerprint denoising
Web Deep Image Prior
15 ⭐
Deep Image Prior for denoising, superresolution, inpainting and more in the browser
Rnnoise_wrapper
46 ⭐
A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.
Pt_ir
32 ⭐
Image Restoration Toolkit in PyTorch
Dvae Pytorch
10 ⭐
Denoising Variational Autoencoder
Awesome Computer Vision
125 ⭐
Awesome Resources for Advanced Computer Vision Topics
Sar2sar
22 ⭐
SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory
Gpdnet
24 ⭐
Learning Graph-Convolutional Representations for Point Cloud Denoising (ECCV 2020)
Fullsubnet
198 ⭐
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Hugsvision
139 ⭐
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Trainner
119 ⭐
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
Invdn
117 ⭐
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
Ilo
104 ⭐
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
Topaz
96 ⭐
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.
Hifigan Denoiser
88 ⭐
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Restoring Extremely Dark Images In Real Time
77 ⭐
The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"
Dbmap
38 ⭐
A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.
3D Pointcloud Denoising
31 ⭐
A paper list of 3D Point Cloud Denoising
Bjdd_cvpr21
30 ⭐
This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.
Napari Hub
29 ⭐
Discover, install, and share napari plugins
Speckle2void
23 ⭐
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
Silentmoire
21 ⭐
Moiré pattern denoiser for screen pictures
Chunky Denoiser
22 ⭐
A denoising plugin for Chunky.
Mirnet Keras
19 ⭐
Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020
Wcmc Public
21 ⭐
Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction [Cho et al. SIGGRAPH 2021]
Comcsc
17 ⭐
codes for TNNLS paper "Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration"
Nb2nb
14 ⭐
This code implements the code of the paper ,"Neighbor2Neighbor:Self-Supervised Denoising From Single Noisy Images",in2021
Jstasr Desnownet Eccv 2020
16 ⭐
This is the project page of our paper which has been published in ECCV 2020.
Non Local Means
20 ⭐
Python implementation of the Non Local Means algorithm for image denoising.
Udvd
22 ⭐
Unsupervised Deep Video Denoising, ICCV 2021
Bayes_infotheory
13 ⭐
Lectures on Bayesian statistics and information theory
Sar Cnn
15 ⭐
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy - Notebook implementation usable on Google Colaboratory
Dehazing Pmhld Patch Map Based Hybrid Learning Dehazenet For Single Image Haze Removal Tip 2020
12 ⭐
This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE Transaction on Image Processing 2020.
Pytorch Deepglr
12 ⭐
A pytorch implementation of Deep Graph Laplacian Regularization for image denoising
Self Guided Network For Fast Image Denoising
12 ⭐
The PyTorch implementation of SGN (ICCV 2019), modified from https://github.com/zhaoyuzhi/Self-Guided-Network-for-Fast-Image-Denoising
Wlop Based Pointclouddenoiser
11 ⭐
This is a point cloud denoiser using Weighted Locally Optimal Projection
Denoising Custom
11 ⭐
Automatic Microseismic Denoising and Onset Detection using customized thresholding.
Pytorch_epll
11 ⭐
PyTorch implementation of Expected Patch Log Likelihood (EPLL) image prior in paper "D. Zoran and Y. Weiss, "From learning models of natural image patches to whole image restoration," ICCV 2011.
Mohammadul Patchmatch
10 ⭐
BruteForce Image Patchmatch
Pms Net
11 ⭐
This is the source code of PMS-Net: Robust Haze Removal Based on Patch Map for Single Images which has been published in CVPR 2019 Long Beach
Aydin
67 ⭐
Aydin — User-friendly, Fast, Self-Supervised and Unsupervised Image Denoising for All.
Srcnn Anime
14 ⭐
A Super-Resolution Convolutional Neural Network builds for artwork, anime, and illustration. Senior Project - Artwork Enlargement and Quality Improvement using Machine Learning. ICITEE 2021 - Enhancement of Anime Imaging Enlargement Using Modified Super-Resolution CNN.
Fastlapmap
14 ⭐
Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.
Unsharp Mask Guided Filtering
11 ⭐
Code for "Unsharp Mask Guided Filtering, IEEE Transactions on Image Processing, 2021"
Innfer
13 ⭐
Simple inference codes for Neural Network (AI) models
Maxim
11 ⭐
[Pre-print'22] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and low-light enhancement.
Impartial
10 ⭐
Interactive deep learning whole-cell segmentation using partial annotations