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Top 20 esrgan Open-Source Projects
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Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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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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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.
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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.
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ESRGAN
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
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Real-ESRGAN-ncnn-vulkan
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
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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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enhancr
Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app
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traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
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EESRGAN
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
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Stable-Diffusion-Desktop-Client
Stable Diffusion Desktop client for Windows, macOS, and Linux built in Embarcadero Delphi.
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upscale
My VitePress website I made to visually compare the output I created with over 600 different AI upscaling models. Running under https://phhofm.github.io/upscale/
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Project mention: Why Does Windows Use Backslash as Path Separator? | news.ycombinator.com | 2024-04-24Windows has caused us a lot of issues with Upscayl (https://upscayl.org).
I personally do not use Windows but most of our errors are reported by Windows users where sometimes path parsing is a problem or the drivers mess up vulkan configuration.
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.
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
Project mention: About Open Source Image and Video Restoration Toolbox | news.ycombinator.com | 2024-02-27
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.
Project mention: With Cupscale dead, are there any alternatives left for upscaling FMV? | /r/GameUpscale | 2023-07-01However, the free version of enhancr is significantly faster: https://github.com/mafiosnik777/enhancr/releases/tag/0.9.9
git clone https://github.com/victorca25/traiNNer.git
Project mention: LogoScale – A method for vectorizing small, crappy logos | news.ycombinator.com | 2023-09-09Yeah I'd be similarly curious how that was arrived at. ESRGAN was co-developed by a researcher at Tencent, who has been involved in a range of similar things.
The only satellite related thing I saw in my brief searching is some separate project[1] based on ESRGAN used for satellite imagery.
[1] https://github.com/Jakaria08/EESRGAN
Project mention: What's your experience witch watching movies/animes on 1440P | /r/Monitors | 2023-07-07Anime is very blurry when upscaled on 1440p, given that anime isn't even native 1080p to begin with. I found a good solution tho. There is a really great anime upscaler called 2x Animejanai V2.
Project mention: Interactive Visual Comparison of Upscaling Models | news.ycombinator.com | 2023-06-14
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).
esrgan related posts
- Upscayl – Free and Open Source AI Image Upscaler
- About Open Source Image and Video Restoration Toolbox
- AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video
- Photorealistic Video Generation with Diffusion Models
- What software to use for upscaling anime edits
- I need this image in 1920x1080
- What neural net for SISR?
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A note from our sponsor - SaaSHub
www.saashub.com | 28 Apr 2024
Index
What are some of the best open-source esrgan projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | upscayl | 26,430 |
| 2 | Real-ESRGAN | 25,999 |
| 3 | Waifu2x-Extension-GUI | 12,039 |
| 4 | BasicSR | 6,177 |
| 5 | ESRGAN | 5,707 |
| 6 | awesome-stable-diffusion | 1,407 |
| 7 | Real-ESRGAN-ncnn-vulkan | 1,346 |
| 8 | enhancr | 507 |
| 9 | Real-ESRGAN | 398 |
| 10 | traiNNer | 275 |
| 11 | EESRGAN | 251 |
| 12 | mpv-upscale-2x_animejanai | 248 |
| 13 | onnx-web | 175 |
| 14 | IEU.Winforms | 172 |
| 15 | chaiNNer-Templates | 145 |
| 16 | ESRGAN-PyTorch | 128 |
| 17 | Stable-Diffusion-Desktop-Client | 53 |
| 18 | Real-ESRGAN-colab | 44 |
| 19 | upscale | 37 |
| 20 | Real-ESRGAN-Video-Batch-Process | 23 |
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