waifu2x-caffe
ESRGAN
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waifu2x-caffe | ESRGAN | |
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47 | 21 | |
7,947 | 5,707 | |
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0.0 | 0.0 | |
about 3 years ago | over 1 year ago | |
C++ | Python | |
MIT License | Apache License 2.0 |
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waifu2x-caffe
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Does anybody know where I could find a higher quality version of this image?
Windows version of the tool
- Messed with the Inkling style prompts
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VHS Restoration using frame averaging dilemma
I'd also recommend https://github.com/lltcggie/waifu2x-caffe/releases for a free upscaler.
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Stable Diffusion on AMD RDNA™ 3 Architecture
Waifu2x in particular, is one of the oldest and still one of the best AI upscalers for anime and drawings in general, and it has always heavily favored Nvidia. The most known port was not the original Waifu2x by nagadomi, but Waifu2x-caffe, which was much more feature rich, and supported CUDA and cuDNN, both Nvidia exclusive. There was an OpenCL alternative which worked on AMD, but it was only as fast as Waifu2x-caffe under CUDA, but with cuDNN it still blew the OpenCL out of the water.
- I upscaled video of my favourite music (480p to 1080p)
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Anyone got a bigger/better quality picture of Kindred's icon?
If u want a more detailed program you can look up their github and download it to upscale up to 10x it runs on both cpu and gpu cores so itl work on whatever pc you got. Just scroll down a bit. git hub
- How to convert a low resolution, pixelated image into a high resolution picture 💫
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who can fox this pic of me and my dad? it's the last one we have and I cannot figure out how to do it.
It's open source software just as many other projects on github are. Can't really help you translate, but the program is in many languages including English the author is just Japanese https://github.com/lltcggie/waifu2x-caffe If you scroll down you'll see some English text.
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CARRACK. Denoiser test but came out very interesting! Used ship model from AOE
I used waifu2x, its client version https://github.com/lltcggie/waifu2x-caffe/releases. It is intended for drawn images, not realistic styles, but maybe you can find a use for this too since you use upscale in your workflow.
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Does someone have the high resolution/source version of this image?
The settings I used for the original upscale (using waifu2x-caffe):
ESRGAN
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Upscayl - Free and Open Source AI Image Upscaler for Linux, Mac and Windows
This seems to be based on ESRGAN which is supposed to be higher quality than waifu2x.
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How can I change the parameters of ESRGAN
I downloaded https://github.com/xinntao/ESRGAN , I run it using command line, no gui.
- Finetuning a x2 Real-ESRGAN model?
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The Golden Gator re-imagined by AI (Read comment before watching on stream)
Nerd info: Uses 3 different algorithms together: https://github.com/CompVis/stable-diffusion For generating source https://github.com/TencentARC/GFPGAN For repairing faces, mouths, eyes https://github.com/xinntao/ESRGAN For upscaling Paint.Net for manual retouching, cleanup and adjustments.
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[D] Has anyone tried GAN "tricks" on VAEs?
Code for https://arxiv.org/abs/1809.00219 found: https://github.com/xinntao/ESRGAN
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How to convert a low resolution, pixelated image into a high resolution picture 💫
Even if it's not a simple black and white image, you can get damn impressive results when upscaling images with GAN-based algorithms, like ESRGAN, together with a suitable pretrained model. Both are free of charge. The software can be tricky to use compared to Photoshop, though.
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Ambriel Motion Graphics Experiment
I use ESRGAN: https://github.com/xinntao/ESRGAN
- Some architectural stuff I’ve been working on.
- children playing in the rain at night illuminated by lanterns, reflective puddles, fine detail, by Leonid Afremov
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Paper: "A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators", Wei et al 2021. "Main idea: Introduce attention U-net into the field of blind real world image super resolution. We aims to provide a super resolution method with sharper result and less distortion."
There are two Generator architectures that are in the code, however these are actually just sitting there unused, likely from work that did not pan out because if you look at their inference code it's not used at all. Instead they directly import the plain old vanilla RRDB architecture from BasicSR yet again another Xinntao repository. Seeing the theme here.
What are some alternatives?
waifu2x-ncnn-vulkan - waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
realsr-ncnn-vulkan - RealSR super resolution implemented with ncnn library
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.
waifu2x - Image Super-Resolution for Anime-Style Art
video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
arcomage-hd - Web-based, free and open source, remastered 3D clone of 3DO/NWC's 2000 card game Arcomage. 13 languages. Desktop or mobile Android iOS. Online or offline PWA. Against AI or Multiplayer (w/o server). 🧝👾🃏 (ts+react+redux+rxjs, CSS-based anim, WebRTC)
arcomage - Arcomage fan-remake made on Godot Engine v.4.1.x (mono)
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration