denoising

There are 7 repositories under denoising topic.

JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer image-sr restoration super-resolution denoising deblocking decompression
Language:Python 4076
cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
image-restoration denoising super-resolution sisr pytorch toolbox dncnn usrnet ffdnet srmd esrgan dpsr flops deep-learning swinir bsrgan
Language:Python 2713
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr deblurring denoising video restoration
Language:Python 1248
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm denoising diffusion diffusion-models generation generative-models medical-imaging reconstruction sde segmentation vae ncsn deep-learning machine-learning score-based score-matching
1118
yu4u / noise2noise
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
noise2noise deep-learning convolutional-neural-networks denoising keras
Language:Python 1063
google-research / maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
image architecture image-processing computer-vision transformer mlp enhancement image-restoration restoration denoising deblurring dehazing deraining retouching low-level-vision image-enhancement
Language:Python 941
jbikker / lighthouse2
Lighthouse 2 framework for real-time ray tracing
opengl optix rtx raytracer gpu cuda cuda-opengl real-time rendering rendersystem rendering-engine render game-engine gamedev glfw gltf gltf-viewer path-tracing svgf denoising
Language:C++ 805
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
Language:TypeScript 748
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.
diffusion-mri dti tractography tractometry registration denoising spherical-harmonics dki tracking contextual-enhancement neuroanatomy neuroimaging medical-imaging microstructure machine-learning python bundles segmentation patch2self self-supervised-learning
Language:Python 669
ray-tracing-renderer
hoverinc / ray-tracing-renderer
[UNMAINTAINED] Real-time path tracing on the web with three.js
path-tracing ray-tracing global-illumination webgl2 bvh threejs denoising real-time webgl
Language:JavaScript 636
DarrenPan / Awesome-CVPR2024-Low-Level-Vision
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
denoising image-compression image-enhancement image-generation image-inpainting image-restoration low-level super-resolution
622
cszn / DPIR
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
demosaicing denoising plug-and-play super-resolution
Language:Python 598
TrueTrace-Unity-Pathtracer
Pjbomb2 / TrueTrace-Unity-Pathtracer
A passion projects that has been going on for awhile, finally at a place where I feel comfortable tentatively uploading it to Github for others
compute-shader computeshader hlsl cwbvh path-tracing bvh unity3d refit unity taa nee raytracing restir-gi disney-bsdf realtime denoising global-illumination gpu rtx oidn
Language:C# 531
mv-lab / swin2sr
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 denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution transformer deep-learning vision-transformer swinir swin2sr
Language:Python 525
Audio-WestlakeU / FullSubNet
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
speech-enhancement speech-processing speech-separation pytorch pretrained-model paper full-band sub-band single-channel noise-reduction denoising audio band narrow-band reproducible-research speech
Language:Python 502
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 stochastic-differential-equations super-resolution score-based pytorch
Language:Python 477
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
Language:MATLAB 420
mv-lab / InstructIR
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 low-light-image-enhancement multimodal neural-network photography prompt super-resolution language-model multi-task pytorch
Language:Jupyter Notebook 382
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
Language:Python 369
JingyunLiang / RVRT
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
video super-resolution transformer restoraton deblurring denoising low-level-vision sr video-deblurring video-denoising video-super-resolution video-restoration video-sr vision-transformer
Language:Python 326
mv-lab / AISP
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
computational-photography computer-vision deep-learning image-processing inverse-problems isp low-level-vision eccv2022 cvpr2022 aim mobile-ai ntire raw-image reversed-isp deblurring denoising image-enhancement image-restoration
Language:Jupyter Notebook 290
joeylitalien / noise2noise-pytorch
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
deep-learning denoising pytorch
Language:Python 283
victorca25 / traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
convolutional-neural-networks esrgan super-resolution upscale pix2pix cyclegan denoising deblurring cartoonization srflow bsrgan real-esrgan real-sr image-restoration
Language:Python 279
Srameo / LED
[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
denoising fast-deploy fewshot low-light noise-modeling pytorch raw raw-image deep-learning unet
Language:Python 269
guochengqian / TENet
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
pytorch super-resolution demosaicing denoising
Language:Python 268
glslSmartDeNoise
BrutPitt / glslSmartDeNoise
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
denoise denoising filter gaussian glsl
Language:C++ 242
Ryanshuai / BM3D_py
pure Python implementation of BM3D
bm3d python denoising
Language:Python 221
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 icassp icassp2023 keyword-spotting language-modeling self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition vad generative-models image-generation music-generation spoken-language-understanding multimodal-learning icassp2024
Language:Python 219
haofanwang / Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability object-detection paper pose-estimation super-resolution trajectory-prediction transfer-learning video-analysis vision-and-language vision-project
210
flwmxd / LuxGI
Hybrid GI solution, based on DDGI ( include Ray-Tracing and SDF-Tracing )
ddgi global-illumination vulkan sdfgi raytracing sdfddgi realtime-raytracing realtime-renderer game-engine hybrid-renderer opengl ray-tracing sdf denoising svgf
Language:C++ 194
Fried-Rice-Lab / FriedRiceLab
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.
basicsr pytorch image-restoration super-resolution denoising deep-learning python eswt
Language:Python 194
rishikksh20 / hifigan-denoiser
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
denoiser denoising wavenet hifigan speech speech-processing waveform pytorch python gan
Language:Python 191
hejingwenhejingwen / AdaFM
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
image-restoration pytorch super-resolution adafm denoising cvpr2019-oral low-level-vision cvpr2019
Language:Python 184
Yang-Liu1082 / InvDN
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
pytorch cvpr2021 denoising
Language:Python 183
DarrenPan / Awesome-ICCV2023-Low-Level-Vision
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
deblurring denoising image image-enhancement image-generation image-inpainting image-restoration low-level-vision super-resolution
173
python-meegkit
nbara / python-meegkit
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
eeg meg denoising signal-processing dss cca python binder-ready eeg-processing neuroscience
Language:Python 166

denoising

JingyunLiang / SwinIR

cszn / KAIR

JingyunLiang / VRT

amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging

yu4u / noise2noise

google-research / maxim

jbikker / lighthouse2

thekevinscott / UpscalerJS

dipy / dipy

hoverinc / ray-tracing-renderer

DarrenPan / Awesome-CVPR2024-Low-Level-Vision

cszn / DPIR

Pjbomb2 / TrueTrace-Unity-Pathtracer

mv-lab / swin2sr

Audio-WestlakeU / FullSubNet

Algolzw / image-restoration-sde

cszn / SRMD

mv-lab / InstructIR

swz30 / MIRNetv2

JingyunLiang / RVRT

mv-lab / AISP

joeylitalien / noise2noise-pytorch

victorca25 / traiNNer

Srameo / LED

guochengqian / TENet

BrutPitt / glslSmartDeNoise

Ryanshuai / BM3D_py

DmitryRyumin / ICASSP-2023-24-Papers

haofanwang / Awesome-Computer-Vision

flwmxd / LuxGI

Fried-Rice-Lab / FriedRiceLab

rishikksh20 / hifigan-denoiser

hejingwenhejingwen / AdaFM

Yang-Liu1082 / InvDN

DarrenPan / Awesome-ICCV2023-Low-Level-Vision

nbara / python-meegkit