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Top 23 super-resolution Open-Source Projects
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Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24
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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.
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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.
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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 | 2024-01-24It'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.
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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].
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CodeFormer
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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 | 2023-11-13The software in question is on Github called Waifu2x-Extension-GUI https://github.com/AaronFeng753/Waifu2x-Extension-GUI
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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 | 2024-02-26Another 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.
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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.
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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.
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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.
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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 -
Project mention: Final2x - Enhance Your Images with Effortless Cross-Platform Super-Resolution at Any Scale | /r/linux | 2023-07-01
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image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
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Image-Super-Resolution-via-Iterative-Refinement
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
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SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
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SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
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)
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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).
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super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
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Real-ESRGAN-ncnn-vulkan
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
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.
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SaaSHub
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super-resolution related posts
- AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video
- Photorealistic Video Generation with Diffusion Models
- How do I change the learning hub video resolution?
- Upscaling Realism of an Image
- What software to use for upscaling anime edits
- Looking for ways to run AI GUI software via cloud gpu compute
- What neural net for SISR?
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A note from our sponsor - SaaSHub
www.saashub.com | 29 Mar 2024
Index
What are some of the best open-source super-resolution projects? This list will help you:
Project | Stars | |
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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 |