waifu2x
ESRGAN
waifu2x | ESRGAN | |
---|---|---|
403 | 21 | |
27,183 | 5,707 | |
- | - | |
0.0 | 0.0 | |
about 1 year ago | over 1 year ago | |
Lua | Python | |
MIT License | Apache License 2.0 |
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waifu2x
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Mac Preview Combine PDFs Different size
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.
- To purchase all your Mari merch [twitter: イスカリオテのマリア]
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Hortus de Escapisimo Spoiler
Just use waifu2x to make it bigger
- Make large wallpaper images less blurry?
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Workshop
Crop it yourself with Gimp (free) or Photoshop (paid), then upscale it with something like Waifu2x.
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The Goddess Squad (Goddess Squad art by ジぞくGGOc)
You can use https://waifu2x.udp.jp/ AI to enhance 2k or 4k. I made a 2k wallpaper.
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Atelier Ryza Animation Sound Preview #1 (From Livestream)
You can try screenshot it and go to waifu2x to make it bigger
- Anyone have High quality version of this?
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Super Auto Beach Fun!
waifu2x
- Bliksem boven de tulpenvelden in Flevoland afgelopen Zaterdagavond
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?
video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Anime4K - A High-Quality Real Time Upscaler for Anime Video
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.
Magpie - An all-purpose window upscaler for Windows 10/11.
VQGAN-CLIP - Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
waifu2x-ncnn-vulkan - waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
cupscale - Image Upscaling GUI based on ESRGAN
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration