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Projects in Awesome Lists tagged with denoising

A curated list of projects in awesome lists tagged with denoising .

https://github.com/cszn/kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 18 Dec 2024

https://github.com/cszn/KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 26 Oct 2024

https://github.com/yu4u/noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

convolutional-neural-networks deep-learning denoising keras noise2noise

Last synced: 18 Dec 2024

https://github.com/google-research/maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

architecture computer-vision deblurring dehazing denoising deraining enhancement image image-enhancement image-processing image-restoration low-level-vision mlp restoration retouching transformer

Last synced: 24 Nov 2024

https://github.com/thekevinscott/upscalerjs

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale

Last synced: 19 Dec 2024

https://github.com/thekevinscott/UpscalerJS

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale

Last synced: 28 Oct 2024

https://github.com/dipy/dipy

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.

bundles contextual-enhancement denoising diffusion-mri dki dti machine-learning medical-imaging microstructure neuroanatomy neuroimaging patch2self python registration segmentation self-supervised-learning spherical-harmonics tracking tractography tractometry

Last synced: 15 Nov 2024

https://github.com/hoverinc/ray-tracing-renderer

[UNMAINTAINED] Real-time path tracing on the web with three.js

bvh denoising global-illumination path-tracing ray-tracing real-time threejs webgl webgl2

Last synced: 28 Sep 2024

https://github.com/mv-lab/swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

compression compression-artifact-reduction computer-vision deblocking deep-learning denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution swin2sr swinir transformer vision-transformer

Last synced: 06 Nov 2024

https://github.com/cszn/dpir

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

demosaicing denoising plug-and-play super-resolution

Last synced: 15 Dec 2024

https://github.com/cszn/DPIR

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

demosaicing denoising plug-and-play super-resolution

Last synced: 20 Oct 2024

https://github.com/Audio-WestlakeU/FullSubNet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

audio band denoising full-band narrow-band noise-reduction paper pretrained-model pytorch reproducible-research single-channel speech speech-enhancement speech-processing speech-separation sub-band

Last synced: 22 Nov 2024

https://github.com/mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 03 Nov 2024

https://github.com/cszn/srmd

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

cnn deep-learning denoising image-degradation matconvnet matlab non-blind regression sisr super-resolution

Last synced: 16 Dec 2024

https://github.com/cszn/SRMD

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

cnn deep-learning denoising image-degradation matconvnet matlab non-blind regression sisr super-resolution

Last synced: 26 Oct 2024

https://github.com/swz30/mirnetv2

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

contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami

Last synced: 15 Dec 2024

https://github.com/swz30/MIRNetv2

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

contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami

Last synced: 06 Nov 2024

https://github.com/dmitryryumin/icassp-2023-24-papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

asr denoising domain-adaptation face-recognition generative-models icassp icassp2023 icassp2024 image-generation keyword-spotting language-modeling multimodal-learning music-generation self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition spoken-language-understanding vad

Last synced: 21 Dec 2024

https://github.com/DmitryRyumin/ICASSP-2023-24-Papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

asr denoising domain-adaptation face-recognition generative-models icassp icassp2023 icassp2024 image-generation keyword-spotting language-modeling multimodal-learning music-generation self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition spoken-language-understanding vad

Last synced: 22 Nov 2024

https://github.com/Algolzw/image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

deblurring dehazing denoising deraining diffusion-models image-restoration inpainting pytorch score-based stochastic-differential-equations super-resolution

Last synced: 30 Oct 2024

https://github.com/victorca25/BasicSR

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

bsrgan cartoonization convolutional-neural-networks cyclegan deblurring denoising esrgan image-restoration pix2pix real-esrgan real-sr srflow super-resolution upscale

Last synced: 05 Dec 2024

https://github.com/victorca25/traiNNer

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

bsrgan cartoonization convolutional-neural-networks cyclegan deblurring denoising esrgan image-restoration pix2pix real-esrgan real-sr srflow super-resolution upscale

Last synced: 29 Oct 2024

https://github.com/guochengqian/tenet

[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

demosaicing denoising pytorch super-resolution

Last synced: 17 Dec 2024

https://github.com/jingyunliang/rvrt

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

deblurring denoising low-level-vision restoraton sr super-resolution transformer video video-deblurring video-denoising video-restoration video-sr video-super-resolution vision-transformer

Last synced: 18 Dec 2024

https://github.com/BrutPitt/glslSmartDeNoise

Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable

denoise denoising filter gaussian glsl

Last synced: 14 Nov 2024

https://github.com/hejingwenhejingwen/adafm

CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

adafm cvpr2019 cvpr2019-oral denoising image-restoration low-level-vision pytorch super-resolution

Last synced: 21 Nov 2024

https://github.com/Audio-WestlakeU/NBSS

The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation

denoising dereverberation enhancement full-band multi-channel narrow-band pytorch separation speech

Last synced: 28 Oct 2024

https://github.com/tbepler/topaz

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.

cnn cryo-em cryoem denoising machine-learning object-detection particle-picking positive-unlabeled pytorch topaz topaz-denoise topaz-em

Last synced: 21 Dec 2024

https://github.com/workingcoder/EDCNN

EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising

ct-denoising denoising edcnn edge-enhancement low-dose low-dose-ct low-dose-ct-denoising

Last synced: 27 Nov 2024

https://github.com/dbklim/rnnoise_wrapper

A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.

audio audio-processing denoise denoiser denoising dsp ml nlp noise noise-algorithms noise-reduction noise-suppression python-wrapper rnn rnnoise rnnoise-training rnnoise-wrapper rtc wav

Last synced: 11 Nov 2024

https://github.com/caiyuanhao1998/PNGAN

"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)

denoising image-denoising image-generation image-processing image-restoration noise-modelling

Last synced: 05 Nov 2024

https://github.com/giannisdaras/ilo

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

compressed-sensing denoising ilo inpainting stylegan stylegan-pytorch stylegan2 super-resolution

Last synced: 27 Oct 2024

https://github.com/xinario/sagan

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

computed-tomography convolutional-neural-networks deep-learning denoising gan generative-adversarial-network image-to-image-translation kaggle low-dose

Last synced: 10 Nov 2024

https://github.com/luost26/dmrdenoise

:snowman: Differentiable Manifold Reconstruction for Point Cloud Denoising (ACM MM 2020)

acm-mm acm-mm-2020 denoising denoising-network point-cloud

Last synced: 09 Oct 2024

https://github.com/hejingwenhejingwen/cresmd

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

cresmd deblurring deep-learning denoising dynamic-networks image-restoration jpeg-deblocking low-level-vision

Last synced: 21 Nov 2024

https://github.com/m-tassano/dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

cnn cnn-architecture deep-learning denoising python3 pytorch video

Last synced: 03 Nov 2024

https://github.com/sparkfish/shabby-pages

ShabbyPages is a state-of-the-art corpus of born-digital document images with both ground truth and distorted versions appropriate for use in training models to reverse distortions and recover to original denoised documents.

binarization born-digital computer-vision corpus data-science dataset denoising layout-detection

Last synced: 17 Dec 2024

https://github.com/LiewFeng/RayDN

[ECCV 2024] Ray Denoising (RayDN): Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection

3d-object-detection 3d-perception autonomous-driving deep-learning denoising eccv eccv2024 multi-view nuscenes pytorch

Last synced: 30 Oct 2024

https://github.com/gaochen315/panoramicrpca

Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video

denoising foreground-background

Last synced: 22 Nov 2024

https://github.com/davisidarta/dbMAP

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.

denoising diffusion-process dimensionality-reduction graph-layout high-dimensional machine-learning nearest-neighbors single-cell umap visualization

Last synced: 22 Nov 2024

https://github.com/davisidarta/dbmap

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.

denoising diffusion-process dimensionality-reduction graph-layout high-dimensional machine-learning nearest-neighbors single-cell umap visualization

Last synced: 31 Oct 2024

https://github.com/gmelodie/silentmoire

Moiré pattern denoiser for screen pictures

denoising image-processing moire numpy python3

Last synced: 28 Oct 2024

https://github.com/ddsediri/IterativePFN

Official code implementation for the paper "IterativePFN: True Iterative Point Cloud Filtering" (published in CVPR 2023).

denoising filtering graph-convolutional-networks pointcloud

Last synced: 28 Oct 2024

https://github.com/vita-group/usaid

[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"

deep-neural-networks denoising pytorch segmentation-aware unsupervised-learning

Last synced: 16 Nov 2024

https://github.com/tuvovan/mirnet-keras

Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020

artificial-intelligence computer-vision deep-learning denoising image-processing low-light-image-enhancement neural-network resolution sota super-resolution

Last synced: 19 Nov 2024

https://github.com/davisidarta/fastlapmap

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.

denoising dimensionality-reduction embedding feature-engineering laplacian-eigenmaps machine-learning multithreading python scikit-learn

Last synced: 13 Oct 2024

https://github.com/dennissmolek/denoiser

AI Denoising in the browser. Based on OIDN, powered by tensorflow.js

denoising oidn tensorflowjs typescript

Last synced: 31 Oct 2024

https://github.com/robinka/web-deep-image-prior

Deep Image Prior for denoising, superresolution, inpainting and more in the browser

browser denoising functional inpainting keras machine-learning neural-networks react super-resolution tensorflow typescript web

Last synced: 13 Nov 2024

https://github.com/zabir-nabil/text-image-denoiser

deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

denoising image-deblurring image-denoising multi-frame pytorch pytorch-implementation signle-frame

Last synced: 02 Dec 2024

https://github.com/princetonuniversity/cwf_denoise

Covariance Estimation and Denoising for Cryo-EM Images (Covariance Wiener Filtering)

covariance-matrix cryo-em denoising denoising-images

Last synced: 20 Nov 2024

https://github.com/slimgroup/slimoptim.jl

Optimization algorithms for inverse problems.

algorithm constraints denoising optimization-algorithms quasi-newton spg

Last synced: 30 Nov 2024

https://github.com/wenbihan/octobos_ijcv2016

OCTOBOS, overcomplete transform, learning and application codes, Matlab implementation, IJCV2015 paper

clustering computer-vision denoising ijcv sparse-coding transform-learning unsupervised-learning

Last synced: 10 Nov 2024

https://github.com/fitushar/study-of-low-dose-to-high-dose-ct-using-supervised-learning-with-gan-and-virtual-imaging-trials

Computed tomography (CT) is one of the most widely used radiography exams worldwide for different diagnostic applications. However, CT scans involve ioniz- ing radiational exposure, which raises health concerns. Counter-intuitively, low- ering the adequate CT dose level introduces noise and reduces the image quality, which may impact clinical diagnosis. This study analyzed the feasibility of using a conditional generative adversarial network (cGAN) called pix2pix to learn the mapping from low dose to high dose CT images under different conditions. This study included 270 three-dimensional (3D) CT scan images (85,050 slices) from 90 unique patients imaged virtually using virtual imaging trials platform for model development and testing. Performance was reported as peak signal-to-noise ra- tio (PSNR) and structural similarity index measure (SSIM). Experimental results demonstrated that mapping a single low-dose CT to high-dose CT and weighted two low-dose CTs to high-dose CT have comparable performances using pix2pix CGAN and applicability of using VITs

ct deep-learning denoising gan generative-adversarial-network pix2pix pix2pix-tensorflow

Last synced: 08 Nov 2024

https://github.com/maurosilber/pawflim

Wavelet denoising of phasors.

denoising flim phasors wavelets

Last synced: 29 Oct 2024

https://github.com/nuanarchy/ComfyUI-NuA-BIRD

ComfyUI implementation of "Blind Image Restoration via Fast Diffusion Inversion"

comfyui comfyui-nodes deblurring denoising inpainting super-resolution

Last synced: 19 Dec 2024

https://github.com/benoitberanger/farm

MATLAB implementation of FARM toolbox, for removing MRI artifacts from EMG recordings

artifact denoising electrophysiology emg fieldtrip fmri matlab mri

Last synced: 20 Dec 2024

https://github.com/marieroald/condat_tv

Python wrapper for the fast TV denoising algorithm by Laurent Condat

compressive-sensing denoising regularization signal-processing statistics total-variation

Last synced: 07 Nov 2024

https://github.com/maturk/image-denoising

Image denoising algorithms in Python

computer-vision denoising denoising-images python

Last synced: 15 Dec 2024

https://github.com/mirgis/speech-denoising-wavenet

WaveNet model for speech denoising.

denoising pytorch speech wavenet

Last synced: 06 Dec 2024

https://github.com/nriss/generate-imaging-dataset

Tools to create patches and build CSBDeep deep learning model for md-SR imaging

csbdeep-model denoising microscopy-images super-resolution supervised-machine-learning

Last synced: 21 Dec 2024

https://github.com/antares3102/non-local-means-algorithm

NLM Algorithm for Image Denoising

algorithms denoising ipynb python

Last synced: 27 Sep 2024

https://github.com/vertexwahn/rules_oidn

Bazel rules for Intel Open Image Denoise

bazel bazel-rules cpp denoising ispc onednn

Last synced: 18 Dec 2024

https://github.com/kabanosk/noising-website

Website that helps me prepare a dataset for my Engineering Thesis

data-preprocessing dataset-generation denoising fastapi

Last synced: 19 Dec 2024

https://github.com/ankitkataria/image-denoising-pipeline

:camera: An experimental image denoising implementation for ECN-316

denoising image-processing

Last synced: 07 Nov 2024

https://github.com/rakibhhridoy/classifyoutersignals-spacesignals

Space signals comes with huge noise in it. For analyzing the signals we have to make sure there is as less noise as possible. Detecting the noise and denoising the signals is quite hard to do. As a Data Science Analytics one should have the capability to handling any kind of dataset.

autoencoders deep-learning denoising keras lstm machine-learning python signal-processing space space-signals

Last synced: 06 Nov 2024

https://github.com/frgfm/video-mender

Serving your favorite mending charm for videos

computer-vision denoising opencv python video-processing

Last synced: 05 Dec 2024

https://github.com/sijuswamy/denoising-manuscript

An initial review of the journal article related to Automatic Tuning of Parameters in Denoising Algorithms

bilevel-optimization denoising denoising-images parameter

Last synced: 04 Dec 2024

https://github.com/the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

autoencoder bsd500 dataset denoising denoising-autoencoders gaussian-noise image-data-generator image-processing image-restoration noise2noise rednet tensorflow unet

Last synced: 06 Nov 2024