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The Top 23 Denoising Open Source Projects

Open source projects categorized as Denoising
Categories > Denoising
Swinir ⭐ 4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit a year ago
Kair ⭐ 2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
most recent commit 5 months ago
Awesome Diffusion Models In Medical Imaging ⭐ 923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
most recent commit 3 months ago
Vrt ⭐ 882
VRT: A Video Restoration Transformer (official repository)
most recent commit a year ago
Upscalerjs ⭐ 728
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
dependent packages 5total releases 90most recent commit 3 months agonpm upscaler} Downloads
Lighthouse2 ⭐ 711
Lighthouse 2 framework for real-time ray tracing
most recent commit 2 years ago
Noise2noise ⭐ 703
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
most recent commit 4 years ago
Dipy ⭐ 647
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.
most recent commit 3 months ago
Awesome Cvpr2023 Low Level Vision ⭐ 587
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
most recent commit 4 months ago
Maxim ⭐ 581
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
most recent commit a year ago
Ray Tracing Renderer ⭐ 557
[UNMAINTAINED] Real-time path tracing on the web with three.js
dependent packages 2total releases 43most recent commit 2 years agonpm ray-tracing-renderer} Downloads
Truetrace Unity Pathtracer ⭐ 455
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
most recent commit 3 months ago
Fullsubnet ⭐ 443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
most recent commit 8 months ago
Dpir ⭐ 405
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
most recent commit a year ago
Srmd ⭐ 345
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
most recent commit 3 years ago
Swin2sr ⭐ 303
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr
most recent commit 10 months ago
Image Restoration Sde ⭐ 299
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
most recent commit 7 months ago
Tenet ⭐ 237
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
most recent commit 10 months ago
Led ⭐ 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
most recent commit 3 months ago
Trainner ⭐ 198
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
most recent commit a year ago
Awesome Computer Vision ⭐ 186
Awesome Resources for Advanced Computer Vision Topics
most recent commit a year ago
Glslsmartdenoise ⭐ 161
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
most recent commit 2 years ago
Awesome Iccv2023 Low Level Vision ⭐ 158
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
most recent commit 3 months ago
The 4 Most Depended On Denoising Open Source Projects
Ray Tracing Renderer ⭐ 557
[UNMAINTAINED] Real-time path tracing on the web with three.js
dependent packages 2total releases 43latest release October 05, 2020most recent commit 2 years agonpm ray-tracing-renderer} Downloads
Python Meegkit ⭐ 149
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
dependent packages 1total releases 4latest release December 08, 2023most recent commit 5 months agopypi meegkit} Downloads
The 10 Latest Releases In Denoising Open Source Projects
Python Meegkit ⭐ 149
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
dependent packages 1total releases 4latest release December 08, 2023most recent commit 5 months agopypi meegkit} Downloads
Denoisers ⭐ 15
Simple PyTorch Denoisers for Audio and Spectrograms
total releases 5latest release November 03, 2023most recent commit 6 months ago
Aydin ⭐ 104
Aydin — User-friendly, Fast, Self-Supervised Image Denoising for All.
total releases 18latest release October 18, 2022most recent commit a year ago
Pgure Svt ⭐ 7
Singular value thresholding for denoising time-resolved microscopy
total releases 4latest release January 20, 2022most recent commit 3 years ago
Ray Tracing Renderer ⭐ 557
[UNMAINTAINED] Real-time path tracing on the web with three.js
dependent packages 2total releases 43latest release October 05, 2020most recent commit 2 years agonpm ray-tracing-renderer} Downloads
Randomly ⭐ 33
A Library for Denoising Single-Cell Data with Random Matrix Theory
total releases 1latest release October 31, 2018most recent commit 8 months ago
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