55 Open Source Denoising Software Projects
Free and open source denoising code projects including engines, APIs, generators, and tools.
Noise2noise 745 ⭐
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Kair 513 ⭐
Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN
Dipy 352 ⭐
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 313 ⭐
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Tenet 145 ⭐
Official Pytorch Implementation for Trinity of Pixel Enhancement: a Joint Solution for Demosaicing, Denoising and Super-Resolution
Adafm 142 ⭐
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
Tensorflow Mnist Cvae 139 ⭐
Tensorflow implementation of conditional variational auto-encoder for MNIST
Glslsmartdenoise 104 ⭐
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
Cresmd 55 ⭐
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Dhdn 45 ⭐
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
Voice Denoising An 39 ⭐
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 36 ⭐
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
Awesome Speech Enhancement 30 ⭐
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
Ccpi Regularisation Toolkit 24 ⭐
The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks
Panoramicrpca 17 ⭐
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
Low Level Vision Zoo 17 ⭐
A low-level vision zoo for dehazing, deblurring, denoising, deraining, inpainting, color enhancement, brightening, and super resolution .
V Sense Lfbm5d 16 ⭐
C/C++ implementation of the LFBM5D filter for light field denoising and super-resolution. https://v-sense.scss.tcd.ie/?p=893
Kpcn 15 ⭐
PyTorch implementation of Kernel-predicting convolutional networks for denoising Monte Carlo renderings (Jupyter notebook)
Dmrdenoise 16 ⭐
:snowman: Differentiable Manifold Reconstruction for Point Cloud Denoising (ACM MM 2020, Oral)
Autoencoders And Decoders Using Keras And Tensorflow 13 ⭐
This repo contains auto encoders and decoders using keras and tensor flow. It shows the exact encoding and decoding with the code part.
Lfbm5d 12 ⭐
C/C++ implementation of the LFBM5D filter for light field denoising and super-resolution.
Denoising Neighstft 12 ⭐
Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.
Web Deep Image Prior 10 ⭐
Deep Image Prior for denoising, superresolution, inpainting and more in the browser
Rnnoise_wrapper 13 ⭐
A simple Python wrapper to simplify working with audio noise reduction RNNoise.
Sar2sar 14 ⭐
SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory