super-resolution

Open-source projects categorized as super-resolution

Top 23 super-resolution Open-Source Projects

  • GFPGAN

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

    Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24
  • waifu2x

    Image Super-Resolution for Anime-Style Art

    Project mention: Mac Preview Combine PDFs Different size | /r/MacOS | 2023-07-05

    You can export the large PDF as a JPG then resize it using Tools > Adjust Size. You could also use https://waifu2x.udp.jp to "up-size" the smaller file to give it a bit more resolution. You can set up an Automator script to resize multiple images.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • Real-ESRGAN

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

    Project mention: AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video | news.ycombinator.com | 2024-01-24

    It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:

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

    It's pretty brilliant for cleaning up very old, low resolution anime.

  • Anime4K

    A High-Quality Real Time Upscaler for Anime Video

    Project mention: IPTV Anti-Piracy Threats May Increase Male Motivation to Pirate by 30% | news.ycombinator.com | 2024-02-04

    > Can you explain what mpv offers over vlc ?

    People have complained about VLC's decoding quality in the past (no specific source but lots of google results). I'm sure there's valid bugs that have been patched over and some still there, but I'd take it with a grain of salt since VLC is super popular and therefore more noise when it drops the ball.

    That said, there's a few MPV-only features I absolutely love. One is that you can display multiple subtitles at once (for learning foreign languages) and another is that you can drop in upscaling / sharpening filters like [1].

    [1] https://github.com/bloc97/Anime4K

  • CodeFormer

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

    Project mention: Automatic1111 for Intel Arc (A380 Tested) | /r/StableDiffusion | 2023-05-29

    CodeFormer

  • 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.

    Project mention: Looking for ways to run AI GUI software via cloud gpu compute | /r/Cloud | 2023-11-13

    The software in question is on Github called Waifu2x-Extension-GUI https://github.com/AaronFeng753/Waifu2x-Extension-GUI

  • video2x

    A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

    Project mention: My streaming fatigue got so bad I started collecting DVDs | news.ycombinator.com | 2024-02-26

    Another thing I've been meaning to try, but haven't yet, is hooking up VLC to https://github.com/k4yt3x/video2x/wiki or similar, since, yeah, while DVD quality is pretty decent, for certain genres sometimes I do want a bit more luscious detail.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • 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.

  • Magpie

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

    Project mention: Legion Go Update 12.08.23 | /r/LegionGo | 2023-12-08
  • 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.

    Project mention: More than Editing, Unlock the Magic! | /r/agi | 2023-04-27
  • 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.

    Project mention: About Open Source Image and Video Restoration Toolbox | news.ycombinator.com | 2024-02-27
  • Final2x

    2^x Image Super-Resolution ☢️

    Project mention: Final2x - Enhance Your Images with Effortless Cross-Platform Super-Resolution at Any Scale | /r/linux | 2023-07-01
  • image-super-resolution

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

  • SwinIR

    SwinIR: Image Restoration Using Swin Transformer (official repository)

  • Image-Super-Resolution-via-Iterative-Refinement

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

  • SinGAN

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

    Project mention: Piracy's the Way | /r/TopazLabs | 2023-03-30
  • SRGAN

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

  • SUPIR

    SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

    Project mention: Compressing Images with Neural Networks | news.ycombinator.com | 2024-03-18

    Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)

  • carefree-creator

    AI magics meet Infinite draw board.

  • StableSR

    Exploiting Diffusion Prior for Real-World Image Super-Resolution

    Project mention: What neural net for SISR? | /r/learnmachinelearning | 2023-08-02

    A professor suggested to try to fine tune the state of the art model StableSR, but there's just no way I can run the it on either the hardware I have access to or Colab (even tho I do have the pro version).

  • QualityScaler

    QualityScaler - image/video deeplearning upscaling for any GPU

    Project mention: How do I change the learning hub video resolution? | /r/ANSYS | 2023-12-10
  • super-resolution

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

  • Real-ESRGAN-ncnn-vulkan

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

    Project mention: Spider-Man: The Animated Series in REAL | /r/StableDiffusion | 2023-12-07

    Don't even need topaz, there's plenty of free upscale models check the openmodeldb, and you have reve which is based on Real-ESRGAN-ncnn-vulkan.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-03-18.

super-resolution related posts

Index

What are some of the best open-source super-resolution projects? This list will help you:

Project Stars
1 GFPGAN 34,333
2 waifu2x 27,102
3 Real-ESRGAN 25,586
4 Anime4K 17,639
5 CodeFormer 12,584
6 Waifu2x-Extension-GUI 11,854
7 video2x 8,511
8 PaddleGAN 7,632
9 Magpie 6,971
10 mmagic 6,500
11 BasicSR 6,057
12 Final2x 5,101
13 image-super-resolution 4,459
14 SwinIR 3,989
15 Image-Super-Resolution-via-Iterative-Refinement 3,298
16 SinGAN 3,270
17 SRGAN 3,178
18 SUPIR 2,975
19 carefree-creator 2,109
20 StableSR 1,742
21 QualityScaler 1,676
22 super-resolution 1,452
23 Real-ESRGAN-ncnn-vulkan 1,270
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