denoising

There are 494 repositories under denoising topic.

  • JingyunLiang/SwinIR

    SwinIR: Image Restoration Using Swin Transformer (official repository)

    Language:Python4.2k55139516

  • cszn/KAIR

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

    Language:Python2.8k45161606

  • JingyunLiang/VRT

    VRT: A Video Restoration Transformer (official repository)

    Language:Python1.3k1762122

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

    Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

    1.2k377116

  • yu4u/noise2noise

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

    Language:Python1.1k4549236

  • google-research/maxim

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

    Language:Python9631438104

  • jbikker/lighthouse2

    Lighthouse 2 framework for real-time ray tracing

    Language:C++816442382

  • thekevinscott/UpscalerJS

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

    Language:TypeScript757135872

  • 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.

    Language:Python68154915429
  • ray-tracing-renderer

    hoverinc/ray-tracing-renderer

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

    Language:JavaScript641354766

  • DarrenPan/Awesome-CVPR2024-Low-Level-Vision

    A Collection of Papers and Codes in CVPR2023/2022 about low level vision

    63023249

  • cszn/DPIR

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

    Language:Python607112398
  • 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

    Language:C#561131339

  • 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

    Language:Python54112062

  • Audio-WestlakeU/FullSubNet

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

    Language:Python5131060150

  • Algolzw/image-restoration-sde

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

    Language:Python51158836

  • cszn/SRMD

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

    Language:MATLAB420142180

  • mv-lab/InstructIR

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

    Language:Jupyter Notebook4126034

  • swz30/MIRNetv2

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

    Language:Python37762154

  • JingyunLiang/RVRT

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

    Language:Python336222931

  • 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

    Language:Jupyter Notebook301121633

  • joeylitalien/noise2noise-pytorch

    PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)

    Language:Python285101158

  • 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

    Language:Python28283627

  • victorca25/traiNNer

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

    Language:Python280133639

  • guochengqian/TENet

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

    Language:Python27392239

  • 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!

    Language:Python25927313
  • glslSmartDeNoise

    BrutPitt/glslSmartDeNoise

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

    Language:C++2448525

  • Ryanshuai/BM3D_py

    pure Python implementation of BM3D

    Language:Python22761157

  • flwmxd/LuxGI

    Hybrid GI solution, based on DDGI ( include Ray-Tracing and SDF-Tracing )

    Language:C++2167520

  • haofanwang/Awesome-Computer-Vision

    Awesome Resources for Advanced Computer Vision Topics

    2126240

  • 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.

    Language:Python195171432

  • rishikksh20/hifigan-denoiser

    HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

    Language:Python195101043

  • hejingwenhejingwen/AdaFM

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

    Language:Python18451021

  • Yang-Liu1082/InvDN

    Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

    Language:Python18463034

  • DarrenPan/Awesome-ICCV2023-Low-Level-Vision

    A Collection of Papers and Codes in ICCV2023/2021 about low level vision

    1768013
  • python-meegkit

    nbara/python-meegkit

    🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

    Language:Python17262746