Anime4K
FSRCNN-TensorFlow
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Anime4K | FSRCNN-TensorFlow | |
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88 | 15 | |
17,723 | 406 | |
- | - | |
2.9 | 1.8 | |
2 months ago | about 3 years ago | |
Jupyter Notebook | Python | |
MIT License | GNU General Public License v3.0 only |
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Anime4K
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AI Made These Movies Sharper. Critics Say It Ruined Them.
I watch AI enhanced movies and/or shows every day when I use Anime4K, a real-time ML upscaler for anime https://github.com/bloc97/Anime4K
If you give shit-tier blurry DVD messes, it turns them into nicer blurry messes.
If you give it the usual bitrate starved streaming quality show, it looks almost as nice as a blueray.
If you give it a blueray... It basically comes out looking exactly the same. I'll usually still add its "darken lines" filter since I'm a fan of strong linework.
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IPTV Anti-Piracy Threats May Increase Male Motivation to Pirate by 30%
> 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
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AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video
If you want to avoid manual processing, Anime4K runs in real time as a GLSL shader you can load into MPV (or Plex or something called IINA according to the readme) and still gives great results.
https://github.com/bloc97/Anime4K
- What software to use for upscaling anime edits
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Load shader in Android MPV?
I came up with some shaders (here) that I want to load on the Android MPV. I copied the shaders in my Android phone. According to what I found, I edited the mpv.conf with the locations of the shaders as below:
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They Bypass YouTube Video Download Throttling
Players like VLC do much better and let you make your own arbitrary adjustments via GLSL :)
In particular, I like the anime4k shader pack, which is ML-based but runs in real time in mpv (and I think VLC as well). While it is tuned for anime (as is obvious from the name), it has decent denoise and deblur which often make YT content more watchable and a restore step that does a really good job with compression artifacts but is a bit too tuned for anime so may not always work, or even make things worse. See https://github.com/bloc97/Anime4K/releases
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Pls help me a find an anime website
I know of https://github.com/bloc97/Anime4K that can do real-time upscaling of anime.
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[Shaders] Les shaders haut de gamme AI dans le lecteur vidéo MPV en temps réel [Anime 4K, FSRCNNX]
Anime 4k
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NVIDIA RTX Video Super Resolution is now supported by VLC media player - VideoCardz.com
You can start with the Anime4k setup guide: https://github.com/bloc97/Anime4K/blob/master/md/GLSL_Instructions_Windows.md
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Microsoft Edge is getting a video upscaler to make blurry old videos look better
Personally, it's not really any better than mpv filters like NIS [0] (Nvidia Image Scaling, which does not use AI but is somehow more sharp than these filters) as well as Anime4k [1] (which does use AI but only in the training phase to create the initial glsl file which then does not use AI inferencing but plain old image filters).
Combine mpv with its yt-dlp [2] and SponsorBlock support [3] and you have a competent way to upscale your own YouTube (and other types of [4]) videos.
[0] https://gist.github.com/agyild/7e8951915b2bf24526a9343d951db...
[1] https://github.com/bloc97/Anime4K
[2] https://www.funkyspacemonkey.com/replace-youtube-dl-with-yt-...
[3] https://github.com/po5/mpv_sponsorblock
[4] https://github.com/yt-dlp/yt-dlp/blob/master/supportedsites....
FSRCNN-TensorFlow
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[Shaders] Les shaders haut de gamme AI dans le lecteur vidéo MPV en temps réel [Anime 4K, FSRCNNX]
Fsrcnnx
- HDR does not work in gpu next.
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Nvidia’s latest GPU drivers can upscale old blurry YouTube videos
For VLC I don't know, but with MPC-HC you can use madVR [0]. My preferred setup is mpv [1] with a few shaders [2] such as FSRCNNX [3] and Krig Bilateral.
[0]: https://madvr.com/
[1]: https://mpv.io/
[2]: https://github.com/mpv-player/mpv/wiki/User-Scripts#user-sha...
[3]: https://github.com/igv/FSRCNN-TensorFlow/releases
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Mpv – a free, open-source, and cross-platform media player
https://github.com/igv/FSRCNN-TensorFlow/releases (in checkpoints_params.7z)
Both are IMO sharper and more accurate than ACNet.
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AMD FidelityFX Super Resolution 2.0 Source Code Published
FSRCNN-TensorFlow
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What are some very high quality video shaders, also a question about target nits.
Not sure if there is anything newer, but FSRCNNX is probably the highest quality, upscaling only, shader.
- AI upscaling in video players using a tech like DLSS
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FSR has been ported to MPV. Try it on your ShadowCast + MPV setup
You can of course use other shaders like Nvidia's Image Scaling or the popular FSRCNN (not to be confused with AMD's FSR).
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Up to day Guide?
As for shaders...well, it depends on what ye are searching for. In general using shaders can be a tad overkill, but in any case I would recommend using FSRCNNX for upscaling, SSimDownscaler for downscaling, and KrigBilateral for chroma. DO NOTE, you will need a relatively powerful CPU (or GPU, depending on your config) to run “heavy” shaders.
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FidelityFX FSR is now available for mpv video player
These features are not unique to madVR, as mpv also has debanding and "AI" based upscaling, along with their compression removing variants.
What are some alternatives?
waifu2x - Image Super-Resolution for Anime-Style Art
mpv - 🎥 Command line video player
better-mpv-config - An improved MPV Media Player v3 configuration file.
Magpie - An all-purpose window upscaler for Windows 10/11.
plex-mpv-shim - Cast media from Plex Mobile and Web apps to MPV. (Unofficial)
FSRCNN-TensorFlow - An implementation of the Fast Super-Resolution Convolutional Neural Network in TensorFlow with a focus on artifact mitigation
iina - The modern video player for macOS.
mpc-hc - Media Player Classic
jellyfin-mpv-shim - MPV Cast Client for Jellyfin
VideoLAN Client (VLC) - VLC media player - All pull requests are ignored, please follow https://wiki.videolan.org/Sending_Patches_VLC/
CyberFSR2 - FidelityFx Super Resolution 2.0 for Cyberpunk