Projects in Awesome Lists tagged with super-resolution

https://github.com/tencentarc/gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 09 Sep 2025

https://github.com/TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 14 Mar 2025

https://github.com/xinntao/real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

amine denoise esrgan image-restoration jpeg-compression pytorch real-esrgan super-resolution

Last synced: 08 Oct 2025

https://github.com/xinntao/Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

amine denoise esrgan image-restoration jpeg-compression pytorch real-esrgan super-resolution

Last synced: 14 Mar 2025

https://github.com/nagadomi/waifu2x

Image Super-Resolution for Anime-Style Art

super-resolution torch waifu2x

Last synced: 12 May 2025

https://github.com/bloc97/anime4k

A High-Quality Real Time Upscaler for Anime Video

anime anime-upscaling anime4k cnn computer-graphics convolutional-neural-networks denoising-algorithms neural-networks super-resolution upsampling upscaling video video-processing

Last synced: 23 Apr 2025

https://github.com/bloc97/Anime4K

A High-Quality Real Time Upscaler for Anime Video

anime anime-upscaling anime4k cnn computer-graphics convolutional-neural-networks denoising-algorithms neural-networks super-resolution upsampling upscaling video video-processing

Last synced: 28 Mar 2025

https://github.com/sczhou/codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codebook codeformer face-enhancement face-restoration pytorch restoration super-resolution vqgan

Last synced: 16 May 2025

https://github.com/aaronfeng753/waifu2x-extension-gui

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

anime anime4k esrgan frame-interpolation image-enlarger ncnn noise-reduction rtx-video-super-resolution rtx-vsr super-resolution upscaling video video-enlarger video-frame-interpolation video-interpolation video-processing video-super-resolution vulkan waifu2x waifu2x-ncnn-vulkan

Last synced: 19 Apr 2026

https://github.com/sczhou/CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codebook codeformer face-enhancement face-restoration pytorch restoration super-resolution vqgan

Last synced: 24 Mar 2025

https://github.com/AaronFeng753/Waifu2x-Extension-GUI

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

anime anime4k esrgan frame-interpolation image-enlarger ncnn noise-reduction rtx-video-super-resolution rtx-vsr super-resolution upscaling video video-enlarger video-frame-interpolation video-interpolation video-processing video-super-resolution vulkan waifu2x waifu2x-ncnn-vulkan

Last synced: 20 Mar 2025

https://github.com/blinue/magpie

An all-purpose window upscaler for Windows 10/11.

anime4k capture cppwinrt fluent-design fsr hlsl magnifier magpie super-resolution windows xaml-islands

Last synced: 11 May 2025

https://github.com/Blinue/Magpie

An all-purpose window upscaler for Windows 10/11.

anime4k capture cppwinrt fluent-design fsr hlsl magnifier magpie super-resolution windows xaml-islands

Last synced: 31 Mar 2025

https://github.com/paddlepaddle/paddlegan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

animeganv2 basicvsrplusplus cyclegan edvr first-order-motion-model gan gpen image-editing image-generation motion-transfer photo2cartoon pix2pix psgan realsr resolution stylegan2 super-resolution wav2lip

Last synced: 13 May 2025

https://github.com/PaddlePaddle/PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

animeganv2 basicvsrplusplus cyclegan edvr first-order-motion-model gan gpen image-editing image-generation motion-transfer photo2cartoon pix2pix psgan realsr resolution stylegan2 super-resolution wav2lip

Last synced: 07 Apr 2025

https://github.com/xpixelgroup/basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 08 Oct 2025

https://github.com/XPixelGroup/BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 25 Mar 2025

https://github.com/open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

aigc computer-vision deep-learning diffusion diffusion-models generative-adversarial-network generative-ai image-editing image-generation image-processing image-synthesis inpainting matting pytorch super-resolution text2image video-frame-interpolation video-interpolation video-super-resolution

Last synced: 13 Dec 2025

https://github.com/Tohrusky/Final2x

2^x Image Super-Resolution

artificial-intelligence ccrestoration computer-vision cross-platform electron i18n image-processing low-level-vision ncnn pytorch super-resolution typescript vue3

Last synced: 24 Mar 2025

https://github.com/lxfater/inpaint-web

A free and open-source inpainting & image-upscaling tool powered by webgpu and wasm on the browser。| 基于 Webgpu 技术和 wasm 技术的免费开源 inpainting & image-upscaling 工具, 纯浏览器端实现。

image-upscaling inpainting super-resolution webgpu

Last synced: 14 May 2025

https://github.com/fanghua-yu/supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 14 May 2025

https://github.com/jingyunliang/swinir

SwinIR: Image Restoration Using Swin Transformer (official repository)

compression-artifact-reduction deblocking decompression denoising image-deblocking image-denoising image-restoration image-sr image-super-resolution lightweight-image-super-resolution low-level-vision real-world-image-super-resolution restoration super-resolution transformer vision-transformer

Last synced: 14 May 2025

https://github.com/JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

compression-artifact-reduction deblocking decompression denoising image-deblocking image-denoising image-restoration image-sr image-super-resolution lightweight-image-super-resolution low-level-vision real-world-image-super-resolution restoration super-resolution transformer vision-transformer

Last synced: 03 May 2025

https://github.com/idealo/image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow

Last synced: 13 Sep 2025

https://idealo.github.io/image-super-resolution/

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow

Last synced: 08 May 2025

https://github.com/Fanghua-Yu/SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 27 Mar 2025

https://github.com/janspiry/image-super-resolution-via-iterative-refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 14 May 2025

https://github.com/Janspiry/Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 25 Mar 2025

https://github.com/tensorlayer/srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

cnn gan srgan super-resolution tensorflow tensorlayer vgg vgg16 vgg19

Last synced: 14 May 2025

https://github.com/tensorlayer/SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

cnn gan srgan super-resolution tensorflow tensorlayer vgg vgg16 vgg19

Last synced: 28 Mar 2025

https://github.com/tamarott/singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

animation arbitrery-sizes gan harmonization image-edit official singan single-image single-image-animation single-image-generation single-image-super-resolution super-resolution

Last synced: 13 Apr 2025

https://github.com/tamarott/SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

animation arbitrery-sizes gan harmonization image-edit official singan single-image single-image-animation single-image-generation single-image-super-resolution super-resolution

Last synced: 09 Apr 2025

https://github.com/cszn/kair

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

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 14 May 2025

https://github.com/cszn/KAIR

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

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 14 Mar 2025

https://github.com/iceclear/stablesr

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

stable-diffusion stablesr super-resolution

Last synced: 15 May 2025

https://github.com/djdefrag/qualityscaler

QualityScaler - image/video AI upscaler app

amd anime compression-artifact-reduction deep-learning directx-12 gui-application intel manga noise-reduction nvidia onnx onnxruntime opencv python python3 pytorch super-resolution video video-processing windows

Last synced: 14 May 2025

https://github.com/IceClear/StableSR

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

stable-diffusion stablesr super-resolution

Last synced: 24 Mar 2025

https://github.com/nagadomi/nunif

Misc; latest version of waifu2x; 2D video to stereo 3D video conversion

super-resolution vr waifu2x

Last synced: 14 May 2025

https://github.com/carefree0910/carefree-creator

AI magics meet Infinite draw board.

image-to-image inpainting latent-diffusion outpainting pypi python pytorch sketch-to-image stable-diffusion super-resolution text-to-image

Last synced: 14 May 2025

https://github.com/tumuyan/RealSR-NCNN-Android

An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, Anime4kcpp, nearest, bilinear, bicubic, AVIR...

android anime4k image-processing interpolation lanczos mnn ncnn real-cugan real-esrgan realsr srmd super-resolution waifu2x

Last synced: 13 Feb 2026

https://github.com/Djdefrag/QualityScaler

QualityScaler - image/video AI upscaler app

amd anime compression-artifact-reduction deep-learning directx-12 gui-application intel manga noise-reduction nvidia opencv python python3 pytorch pytorch-directml super-resolution video video-processing windows

Last synced: 24 Mar 2025

https://github.com/john-rocky/coreml-models

Converted CoreML Model Zoo.

coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift

Last synced: 05 Apr 2026

https://github.com/xinntao/real-esrgan-ncnn-vulkan

NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

amd anime denoise esrgan gpu image-restoration intel jpeg-compresion ncnn nvidia real-esrgan super-resolution vulkan

Last synced: 08 Oct 2025

https://github.com/loseall/videosuperresolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

carn dbpn dncnn edsr frvsr ntire2019 pytorch rcan rdn srcnn srgan srmd super-resolution tensorflow vdsr vespcn vsr

Last synced: 15 May 2025

https://github.com/LoSealL/VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

carn dbpn dncnn edsr frvsr ntire2019 pytorch rcan rdn srcnn srgan srmd super-resolution tensorflow vdsr vespcn vsr

Last synced: 20 Mar 2025

https://github.com/xinntao/Real-ESRGAN-ncnn-vulkan

NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

amd anime denoise esrgan gpu image-restoration intel jpeg-compresion ncnn nvidia real-esrgan super-resolution vulkan

Last synced: 04 Apr 2025

https://github.com/Kobaayyy/Awesome-CVPR2026-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

c-v-p-r computer-vision cvpr2020 cvpr2021 cvpr2024 cvpr2025 cvpr2026 frame-interpolation image-compression image-deblurring image-dehazing image-demoireing image-denoising image-deraining image-enhancement image-processing image-quality-assessment image-restoration low-level-vision super-resolution

Last synced: 28 Feb 2026

https://github.com/x-lucifer/ai-lossless-zoomer

AI无损放大工具

anime anime4k esrgan esrgans image-enlarger image-restoration jpeg-compression lossless real-esrgan super-resolution vulkan waifu2x waifu2x-ncnn-vulkan

Last synced: 08 Apr 2025

https://github.com/cszn/dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

image-denoising jpeg-deblocking keras-tensorflow matconvnet pytorch residual-learning super-resolution

Last synced: 16 May 2025

https://github.com/cszn/DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

image-denoising jpeg-deblocking keras-tensorflow matconvnet pytorch residual-learning super-resolution

Last synced: 02 Apr 2025

https://github.com/X-Lucifer/AI-Lossless-Zoomer

AI无损放大工具

anime anime4k esrgan esrgans image-enlarger image-restoration jpeg-compression lossless real-esrgan super-resolution vulkan waifu2x waifu2x-ncnn-vulkan

Last synced: 26 Aug 2025

https://github.com/krasserm/super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

edsr keras single-image-super-resolution srgan super-resolution tensorflow tensorflow2 wdsr

Last synced: 16 May 2025

https://github.com/lucchetto/superimage

Sharpen your low-resolution pictures with the power of AI upscaling

android compose image-processing mnn real-esrgan super-resolution upscaling

Last synced: 27 Sep 2025

https://github.com/Lucchetto/SuperImage

Sharpen your low-resolution pictures with the power of AI upscaling

android compose image-processing mnn real-esrgan super-resolution upscaling

Last synced: 24 Mar 2025

https://github.com/jingyunliang/vrt

VRT: A Video Restoration Transformer (official repository)

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

Last synced: 16 May 2025

https://github.com/JingyunLiang/VRT

VRT: A Video Restoration Transformer (official repository)

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

Last synced: 07 Apr 2025

https://github.com/yinboc/liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

implicit-neural-representation machine-learning pytorch super-resolution

Last synced: 12 Apr 2025

https://github.com/cszn/bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

blind-image-super-resolution real-image-super-resolution realsr super-resolution

Last synced: 16 May 2025

https://github.com/john-rocky/CoreML-Models

Converted CoreML Model Zoo.

coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift

Last synced: 17 Mar 2025

https://github.com/cszn/BSRGAN

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

blind-image-super-resolution real-image-super-resolution realsr super-resolution

Last synced: 12 May 2025

https://github.com/haoheliu/voicefixer

General Speech Restoration

declipping denoise dereverberation mel speech speech-analysis speech-enhancement speech-processing speech-synthesis super-resolution tts vocoder

Last synced: 14 May 2025

https://github.com/pkuliyi2015/sd-webui-stablesr

StableSR for Stable Diffusion WebUI - Ultra High-quality Image Upscaler

high-fidelity stable-diffusion stable-diffusion-webui stable-diffusion-webui-plugin stablesr super-resolution wavelet-decomposition

Last synced: 09 Apr 2025

https://github.com/mukosame/zooming-slow-mo-cvpr-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

cvpr cvpr2020 pytorch spatio-temporal super-resolution video video-frame-interpolation video-super-resolution

Last synced: 04 Oct 2025

https://github.com/Mukosame/Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

cvpr cvpr2020 pytorch spatio-temporal super-resolution video video-frame-interpolation video-super-resolution

Last synced: 25 Mar 2025

https://github.com/Thmen/EGVSR

Efficient & Generic Video Super-Resolution

real-time super-resolution vsr

Last synced: 07 Apr 2025

https://github.com/cszn/usrnet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

bicubic-kernels blur-kernels deblurring degradation-model end-to-end-learning gaussian-kernel generalizability motion-kernel noise-levels scale-factors sisr super-resolution unfolding-algorithm

Last synced: 13 Apr 2025

https://github.com/brade31919/srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

cnn deep-learning generative-adversarial-network pretrained-models srgan super-resolution tensorflow tf-slim vgg19

Last synced: 12 Apr 2025

https://github.com/cszn/USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

bicubic-kernels blur-kernels deblurring degradation-model end-to-end-learning gaussian-kernel generalizability motion-kernel noise-levels scale-factors sisr super-resolution unfolding-algorithm

Last synced: 14 Mar 2025

https://github.com/cszn/dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

blurry-images plug-and-play pytorch-implmention srresnet super-resolution

Last synced: 04 Apr 2025

https://github.com/andreas128/srflow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

image-manipulation normalizing-flow paper super-resolution

Last synced: 23 Oct 2025

https://github.com/andreas128/SRFlow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

image-manipulation normalizing-flow paper super-resolution

Last synced: 27 Mar 2025

https://github.com/jixiaozhong/RealSR

Real-World Super-Resolution via Kernel Estimation and Noise Injection

kernel-estimation noise-injection super-resolution

Last synced: 13 Oct 2025

https://github.com/swz30/MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

attention-mechanism computer-vision eccv2020 image-denoising image-enhancement image-restoration low-level-vision multi-resolution-streams pytorch super-resolution

Last synced: 02 Apr 2025

https://github.com/swz30/mirnet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

attention-mechanism computer-vision eccv2020 image-denoising image-enhancement image-restoration low-level-vision multi-resolution-streams pytorch super-resolution

Last synced: 04 Apr 2025

https://github.com/hasnainraz/fast-srgan

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

artificial-intelligence cnn fastsrgan gans generative-adversarial-network neural-network realtime-super-resolution residual-blocks resolution-image single-image-super-resolution sisr srgan super-resolution tensorboard tensorflow tf-keras tf2 upsample

Last synced: 15 May 2025

https://github.com/HasnainRaz/Fast-SRGAN

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

artificial-intelligence cnn fastsrgan gans generative-adversarial-network neural-network realtime-super-resolution residual-blocks resolution-image single-image-super-resolution sisr srgan super-resolution tensorboard tensorflow tf-keras tf2 upsample

Last synced: 18 Mar 2025

https://github.com/sgrvinod/a-pytorch-tutorial-to-super-resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution

Last synced: 24 Oct 2025

https://github.com/limbee/NTIRE2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

cvprw edsr mdsr ntire restoration super-resolution torch

Last synced: 04 Apr 2025

https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Super-Resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution

Last synced: 26 Sep 2025

https://github.com/the-database/mpv-upscale-2x_animejanai

Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models

4k anime anime-upscaling esrgan mpv nvidia real-esrgan super-resolution tensorrt vapoursynth video

Last synced: 02 Apr 2026

https://github.com/andrewekhalel/sewar

All image quality metrics you need in one package.

image-processing quality-metrics super-resolution

Last synced: 08 Apr 2025

https://github.com/jiahuiyu/wdsr_ntire2018

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

deep-neural-networks efficient-algorithm pytorch super-resolution wdsr

Last synced: 05 Apr 2025

https://github.com/JiahuiYu/wdsr_ntire2018

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

deep-neural-networks efficient-algorithm pytorch super-resolution wdsr

Last synced: 19 Jul 2025

https://github.com/haofanwang/inswapper

One-click Face Swapper and Restoration powered by insightface 🔥

codeformer deepfake face-swap insightface restoration roop super-resolution

Last synced: 04 Apr 2025

https://github.com/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

compression compression-artifact-reduction computer-vision deblocking deep-learning denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution swin2sr swinir transformer vision-transformer

Last synced: 07 Apr 2025

https://github.com/ai-forever/real-esrgan

PyTorch implementation of Real-ESRGAN model

esrgan python pytorch real-esrgan real-world-super-resolution super-resolution

Last synced: 16 May 2025

https://github.com/yulunzhang/rdn

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

super-resolution

Last synced: 05 Apr 2025

https://github.com/gojasper/flash-diffusion

⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025 Oral)

diffusion-models distillation dit inpainting sdxl super-resolution text-to-image

Last synced: 24 Mar 2025

https://github.com/mafiosnik777/enhancr

Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app

amd artificial-intelligence cain dpir electron esrgan frame-interpolation gmfss intel ncnn nvidia realcugan realesrgan rife super-resolution swinir tensorrt upscaling vapoursynth video-processing

Last synced: 05 Apr 2025

https://github.com/tsukumijima/real-esrgan-gui

Lovely Real-ESRGAN / Real-CUGAN GUI Wrapper

anime esrgan flutter flutter-app flutter-apps real-cugan real-esrgan realcugan realesrgan super-resolution

Last synced: 05 Apr 2025

https://github.com/cszn/DPIR

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

demosaicing denoising plug-and-play super-resolution

Last synced: 06 Mar 2025

https://github.com/cszn/dpir

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

demosaicing denoising plug-and-play super-resolution

Last synced: 05 Apr 2025

https://github.com/mv-lab/InstructIR

[ECCV 2024] 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 language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 02 Apr 2025

https://github.com/TransparentLC/realesrgan-gui

实用、美观的 Real-ESRGAN 图形界面，同时支持 Windows、Ubuntu 和 macOS 平台。现在也支持 Real-CUGAN 了！(Cross-platform GUI for image upscaler Real-ESRGAN with additional features. Now with Real-CUGAN support!)

cross-platform gui image-enlarger real-esrgan super-resolution upscaling