101 results found Sort:

JingyunLiang
SwinIR JingyunLiang
573
4.8k
apache-2.0
50
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-sr denoising deblocking restoration transformer decompression image-denoising image-deblocking low-level-vision super-resolution image-restoration vision-transformer image-super-resolution compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution
Created 2021-08-16
66 commits to main branch, last one 2 years ago
cszn
KAIR cszn
657
3.1k
mit
46
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
dpsr sisr srmd dncnn flops bsrgan esrgan ffdnet swinir usrnet pytorch toolbox denoising deep-learning super-resolution image-restoration
Created 2019-12-15
419 commits to master branch, last one 6 months ago
amirhossein-kz
Awesome-Diffusion-Models-in-Medical-Imaging amirhossein-kz
156
1.8k
mit
39
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
sde vae ddpm ncsn denoising diffusion generation score-based segmentation deep-learning reconstruction score-matching medical-imaging diffusion-models machine-learning generative-models
Created 2022-09-24
249 commits to main branch, last one 3 months ago
JingyunLiang
VRT JingyunLiang
135
1.4k
other
17
VRT: A Video Restoration Transformer (official repository)
sr video video-sr denoising deblurring restoration transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution
Created 2022-01-18
15 commits to main branch, last one 2 years ago
yu4u
noise2noise yu4u
236
1.1k
mit
44
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
keras denoising noise2noise deep-learning convolutional-neural-networks
Created 2018-07-19
54 commits to master branch, last one 6 years ago
google-research
maxim google-research
113
1.0k
apache-2.0
13
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
mlp image dehazing denoising deraining deblurring retouching enhancement restoration transformer architecture computer-vision image-processing low-level-vision image-enhancement image-restoration
This repository has been archived (exclude archived)
Created 2022-03-15
28 commits to main branch, last one 2 years ago
jbikker
lighthouse2 jbikker
86
854
other
42
Lighthouse 2 framework for real-time ray tracing
gpu rtx cuda glfw gltf svgf optix opengl render gamedev denoising raytracer real-time rendering cuda-opengl game-engine gltf-viewer path-tracing rendersystem rendering-engine
Created 2019-07-10
160 commits to master branch, last one 2 years ago
thekevinscott
UpscalerJS thekevinscott
74
824
mit
10
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
ai tfjs esrgan upscale dehazing denoising deraining deblurring retouching tensorflow neural-networks super-resoluion image-enhancment low-light-image-enhancement
Created 2020-07-29
1,145 commits to main branch, last one 9 months ago
Pjbomb2
TrueTrace-Unity-Pathtracer Pjbomb2
59
822
mit
19
A High Performance Compute Shader Based Mesh Pathtracer in Unity3d without RT Cores
bvh gpu nee rtx hlsl oidn cwbvh refit unity unity3d bindless panorama realtime denoising restir-gi raytracing disney-bsdf path-tracing compute-shader global-illumination
Created 2022-02-20
660 commits to main branch, last one about a month ago
dipy
dipy dipy
447
753
other
54
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...
dki dti python bundles tracking denoising patch2self tractometry neuroanatomy neuroimaging registration segmentation tractography diffusion-mri microstructure medical-imaging machine-learning spherical-harmonics contextual-enhancement self-supervised-learning
Created 2010-02-06
14,946 commits to master branch, last one a day ago
cszn
DPIR cszn
104
681
mit
9
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
denoising demosaicing plug-and-play super-resolution
Created 2020-08-08
62 commits to master branch, last one 2 years ago
DarrenPan
Awesome-CVPR2024-Low-Level-Vision DarrenPan
50
658
unknown
23
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
denoising low-level image-generation image-inpainting super-resolution image-compression image-enhancement image-restoration
Created 2022-03-11
197 commits to main branch, last one about a year ago
Algolzw
image-restoration-sde Algolzw
49
645
mit
4
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
pytorch dehazing denoising deraining deblurring inpainting score-based diffusion-models super-resolution image-restoration stochastic-differential-equations
Created 2023-01-27
59 commits to main branch, last one 12 months ago
ohayonguy
PMRF ohayonguy
38
627
mit
5
[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
denoising inpainting colorization flow-matching rectified-flow computer-vision diffusion-models image-processing inverse-problems generative-models image-restoration image-manipulation blind-face-restoration
Created 2024-09-30
19 commits to main branch, last one 2 months ago
mv-lab
InstructIR mv-lab
36
616
mit
8
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
prompt pytorch dehazing denoising deblurring multi-task multimodal photography deep-learning language-model neural-network computer-vision inverse-problems super-resolution image-enhancement image-restoration low-light-image-enhancement
Created 2024-01-27
18 commits to main branch, last one 6 months ago
mv-lab
swin2sr mv-lab
72
614
apache-2.0
14
[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-...
jpeg ntire swinir swin2sr eccv2022 image-sr denoising deblocking compression transformer deep-learning computer-vision image-denoising image-processing low-level-vision super-resolution image-restoration vision-transformer image-super-resolution compression-artifact-reduction
Created 2022-09-18
31 commits to main branch, last one about a year ago
Audio-WestlakeU
FullSubNet Audio-WestlakeU
156
562
mit
8
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
band audio paper speech pytorch sub-band denoising full-band narrow-band single-channel noise-reduction pretrained-model speech-processing speech-separation speech-enhancement reproducible-research
Created 2020-12-18
104 commits to main branch, last one about a year ago
DmitryRyumin
ICASSP-2023-24-Papers DmitryRyumin
17
453
mit
31
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 vad icassp denoising icassp2023 icassp2024 face-recognition image-generation keyword-spotting music-generation domain-adaptation generative-models language-modeling signal-processing signal-restoration speech-recognition multimodal-learning semantic-segmentation self-supervised-learning spoken-language-understanding
Created 2023-08-01
1,000 commits to main branch, last one 3 months ago
swz30
MIRNetv2 swz30
59
444
other
4
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
tpami pytorch denoising high-resolution image-denoising image-processing low-level-vision image-enhancement image-restoration defocus-deblurring contrast-enhancement low-light-image-enhancement
Created 2021-08-04
14 commits to main branch, last one 12 months ago
cszn
SRMD cszn
80
429
unknown
13
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
cnn sisr matlab denoising non-blind matconvnet regression deep-learning super-resolution image-degradation
Created 2017-12-17
34 commits to master branch, last one 3 years ago
mv-lab
AISP mv-lab
48
426
unknown
15
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image...
isp raw rgb cvpr ntire camera imaging denoising mobile-ai deblurring deep-learning computer-vision image-processing inverse-problems low-level-vision image-enhancement image-restoration computational-photography
Created 2022-06-06
30 commits to main branch, last one about a month ago
JingyunLiang
RVRT JingyunLiang
36
374
other
20
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
sr video video-sr denoising deblurring restoraton transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution
Created 2022-05-20
3 commits to main branch, last one 2 years ago
Srameo
LED Srameo
35
350
other
7
[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
raw unet fewshot pytorch denoising low-light raw-image fast-deploy deep-learning noise-modeling
Created 2023-07-23
41 commits to main branch, last one about a year ago
victorca25
traiNNer victorca25
39
300
apache-2.0
12
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
bsrgan esrgan srflow pix2pix real-sr upscale cyclegan denoising deblurring real-esrgan cartoonization super-resolution image-restoration convolutional-neural-networks
Created 2019-06-12
861 commits to master branch, last one 2 years ago
guochengqian
TENet guochengqian
40
291
mit
8
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
pytorch denoising demosaicing super-resolution
Created 2019-05-13
49 commits to master branch, last one about a year ago
flwmxd
LuxGI flwmxd
26
274
unknown
7
Hybrid GI solution, based on DDGI ( include Ray-Tracing and SDF-Tracing )
sdf ddgi svgf sdfgi opengl vulkan sdfddgi denoising raytracing game-engine ray-tracing hybrid-renderer realtime-renderer global-illumination realtime-raytracing
Created 2022-12-31
19 commits to main branch, last one 11 months ago
BrutPitt
glslSmartDeNoise BrutPitt
29
273
bsd-2-clause
8
Fast GPU deNoise spatial filter, with circular gaussian kernel, full configurable
gpu glsl filter shader vulkan denoise denoiser gaussian denoising shadertoy denoise-images
Created 2019-09-09
79 commits to master branch, last one 4 months ago
Audio-WestlakeU
NBSS Audio-WestlakeU
34
266
mit
8
The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation
speech pytorch denoising full-band separation enhancement narrow-band multi-channel dereverberation
Created 2021-09-15
119 commits to main branch, last one 3 months ago
Ryanshuai
BM3D_py Ryanshuai
57
250
unknown
5
pure Python implementation of BM3D
bm3d python denoising
Created 2019-10-08
90 commits to master branch, last one 3 years ago
haofanwang
Awesome-Computer-Vision haofanwang
42
228
unknown
7
Awesome Resources for Advanced Computer Vision Topics
gan paper automl 3d-vision denoising awesome-list deep-learning video-analysis vision-project computer-vision pose-estimation interpretability object-detection super-resolution transfer-learning adversarial-attacks vision-and-language graph-neural-network trajectory-prediction
Created 2019-07-31
57 commits to master branch, last one 2 years ago