denoising · GitHub Topics

SwinIR: Image Restoration Using Swin Transformer (official repository)

翻译 - SwinIR：使用 Swin Transformer 的图像恢复

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 restoration super-resolution denoising decompression

Python 4.7 k

10 个月前

cszn / KAIR

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

翻译 - 图像还原工具箱（PyTorch）。 DnCNN，FFDNet，SRMD，DPSR，MSRResNet，ESRGAN，IMDN的培训和测试代码

image-restoration denoising super-resolution sisr PyTorch toolbox dncnn usrnet ffdnet srmd esrgan 深度学习 swinir

Python 3.09 k

5 个月前

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

#计算机科学#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 深度学习机器学习 score-based score-matching

1.72 k

2 个月前

JingyunLiang / VRT

VRT: A Video Restoration Transformer (official repository)

翻译 - VRT：视频恢复变压器

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

Python 1.42 k

2 年前

yu4u / noise2noise

#计算机科学#An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

深度学习 convolutional-neural-networks denoising Keras

Python 1.09 k

4 年前

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 图像处理机器视觉 transformer mlp enhancement image-restoration restoration denoising low-level-vision image-enhancement

Python 1.04 k

2 年前

jbikker / lighthouse2

Lighthouse 2 framework for real-time ray tracing

翻译 - 实时光线追踪的Lighthouse 2框架

OpenGL optix rtx raytracer gpu CUDA cuda-opengl real-time rendering rendersystem rendering-engine render 游戏引擎游戏开发 glfw gltf gltf-viewer path-tracing denoising

C++ 851

1 年前

thekevinscott / UpscalerJS

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

人工智能 denoising esrgan neural-networks super-resoluion Tensorflow tfjs upscale

TypeScript 814

6 个月前

Pjbomb2 / TrueTrace-Unity-Pathtracer

A High Performance Compute Shader Based Mesh Pathtracer in Unity3d without RT Cores

hlsl path-tracing bvh Unity refit raytracing realtime denoising global-illumination gpu rtx panorama

C# 802

2 天前

dipy / dipy

#计算机科学#DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical...

dti tractography registration denoising spherical-harmonics tracking neuroimaging Medical imaging 机器学习 Python segmentation self-supervised-learning

Python 740

5 天前

cszn / DPIR

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

plug-and-play super-resolution denoising

Python 674

2 年前

DarrenPan / Awesome-CVPR2024-Low-Level-Vision

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

low-level super-resolution denoising image-compression image-restoration image-inpainting image-generation image-enhancement

655

1 年前

hoverinc / ray-tracing-renderer

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

path-tracing ray-tracing global-illumination webgl2 bvh Three.js denoising real-time webgl

JavaScript 648

3 年前

Algolzw / image-restoration-sde

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

denoising diffusion-models image-restoration inpainting stochastic-differential-equations super-resolution score-based PyTorch

Python 631

8 个月前

ohayonguy / PMRF

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

机器视觉 denoising diffusion-models generative-models image-manipulation 图像处理 image-restoration inpainting inverse-problems

Python 607

1 个月前

mv-lab / InstructIR

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

机器视觉深度学习 denoising image-enhancement image-restoration inverse-problems multimodal 神经网络 photography prompt super-resolution language-model PyTorch

Jupyter Notebook 603

6 个月前

mv-lab / swin2sr

#计算机科学#[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-...

compression compression-artifact-reduction 机器视觉 denoising eccv2022 image-denoising 图像处理 image-restoration image-super-resolution jpeg low-level-vision super-resolution transformer 深度学习 vision-transformer swinir

Python 602

7 个月前

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 Bukkit noise-reduction denoising audio reproducible-research speech

Python 558

2 年前

DmitryRyumin / ICASSP-2023-24-Papers

#人脸识别#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 processi...

asr denoising domain-adaptation face-recognition language-modeling self-supervised-learning semantic-segmentation signal-processing speech-recognition vad generative-models image-generation music-generation multimodal-learning

Python 440

2 个月前

swz30 / MIRNetv2

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

denoising high-resolution image-denoising image-enhancement 图像处理 image-restoration low-level-vision PyTorch

Python 432

1 年前