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− | {| class="wikitable"
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− | |-
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− | | '''If a model has no license, that means all rights reserved. You will need a private license or explicit permission from the creator to use it commercially or with modifications. However you may use all model here on non-commercial projects, that may not in any way cost money. If you gain permission to use a model in another way including commercially, you should still credit the author and link to the original model source.'''
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− | |}
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| | | |
− | =ESRGAN ("old Architecture") Models=
| + | {{Note|'''<big><big>We have moved to https://openmodeldb.info/. This new site has a tag and search system, which will make finding the right models for you much easier! If you have any questions, ask here: https://discord.gg/cpAUpDK</big></big>'''}} |
| | | |
− | Models that use the "old" ESRGAN architecture. They can be used either with the official ESRGAN repository (old arch tag)
| + | <big><big>If you need to look at the old Model Database anyway, [https://upscale.wiki/w/index.php?title=Model_Database&oldid=1571 look here]</big></big> |
− | and BasicSR (old arch or preferably victorc's fork). You can also use tools that wrap around one of them, like IEU from Honh.
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− | | |
− | ==Image scaling and Video upscaling==
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− | | |
− | ===Drawings===
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− | | |
− | ====Manga / Anime====
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− | | |
− | {| class="wikitable sortable"
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− | |-
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− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
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− | |-
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− | |[https://drive.google.com/file/d/1hLhsp3aKurLys4cALQiEkYxyxGWNf1ET/view?usp=drivesdk Deviance V1]
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− | |[[User:BlackScout|BlackScout]]
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− | |4
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− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
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− | |Digital Art Upscaler
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− | |60K
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− | |12
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− | |128
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− | |5.435K
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− | |Digital Art from DeviantArt
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[https://drive.google.com/file/d/1OVqM2D-T5meRBCdFjsGVl0bgQZd8kZe5/view Deviance V2]
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− | |[[User:BlackScout|BlackScout]]
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− | |4
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− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
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− | |Digital Art Upscaler
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− | |82K
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− | |8
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− | |128
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− | |0.676K
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− | |Custom MipMapped
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[https://drive.google.com/open?id=192Mw2_yUwCgqt3tAJ2sRxZ8hYHe4CKrZ FireAlpha]
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− | |[[User:BlueAmulet|BlueAmulet]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
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− | |Artwork with an alpha channel
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− | |1.285M
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− | |
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− | |128
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− | |104k tiles, 1.2k imgs
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− | |Fire Emblem artwork with transparency
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− | |None
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− | |-
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− | |[https://1drv.ms/u/s!Aip-EMByJHY20wpGoLuSRzjdqh0T WaifuGAN v3]
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− | |[[User:DinJerr|DinJerr]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
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− | |Anime / Manga
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− | |30K
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− | |2
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− | |128
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− | |0.173K
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− | |CG-Painted Anime
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− | |Manga109v2
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− | |-
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− | |[https://drive.google.com/open?id=1Vtwt9kgnmju1edibl07WI6Rg7CrAlHIx Dedither Manga FS]
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− | |Jacob_ (buildist)
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− | |4
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− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
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− | |Manga and pixel art
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− | |200K
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− | |16
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− | |128
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− | |1,526
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− | |Manga109 copied 14 times with different dithering and scaling
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[http://www.mediafire.com/file/w3jujtm752hvdj1/Manga109Attempt.pth.zip/file Manga109Attempt]
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− | |Kingdomakrillic
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− | |4
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− | |[https://creativecommons.org/licenses/by/4.0/ CC BY 4.0]
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− | |Anime / Manga
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− | |?
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− | |4
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− | |?
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− | |0.1K
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− | |Manga109
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://drive.google.com/open?id=1uJvdx3g3GEY0VxMnHb0ItBvoc6pmGvuH De-Toon]
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− | |[[User:LyonHrt|LyonHrt]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Toon Shading / Sprite
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− | |225K
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− | |8
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− | |128
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− | |7.117K
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− | |Custom Cartoon-style photos
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://drive.google.com/open?id=1bqyG9llxkJ6i6MJTaNUiSgSXtrlPi0d7 Falcon Fanart]
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− | |[[User:LyonHrt|LyonHrt]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Anime / Manga
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− | |125K
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− | |8
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− | |128
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− | |3.393K
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− | |Falcon Fanart
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://www23.zippyshare.com/v/lhOStpVa/file.html Fidelbd Pokemodel]
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− | |Neo-Raws#4055
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− | |2
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |Old Anime
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− | |300K
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− | |4
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− | |128
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− | |10.242K
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− | |Pokemon DVD - BluRay
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− | |[https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
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− | |-
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− | |[https://www115.zippyshare.com/v/O2do1VCf/file.html Pokemodel Lite]
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− | |Neo-Raws#4055
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− | |2
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |Old Anime
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− | |100K
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− | |4
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− | |128
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− | |268
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− | |Pokemon
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− | |[https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
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− | |-
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− | |[https://drive.google.com/file/d/114yFJKeYCcr6st7aNNo9FJ8wDbEzLpdz/view?usp=sharing DeviantPixelHD]
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− | |Raulsangonzalo
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
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− | |Digital Art Upscaler
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− | |250K
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− | |16
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− | |128
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− | |2.797K
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− | |Digital Art from Deviant Art
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://1fichier.com/?tsmmdifzgwkwtdfcc5uo Anime Oldies]
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− | |solidd93110#7731
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− | |4
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |upscaling old anime
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− | |290K
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− | |16
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− | |128
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− | |31.316K
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− | |Frames from Anime BluRay
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://1fichier.com/?u7kwdxdn6uljha3icte8 Anime Oldies Alternative]
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− | |solidd93110#7731
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− | |4
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |captain tsubasa anime
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− | |290K
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− | |16
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− | |128
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− | |1.250K
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− | |Frames from Anime BluRay
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://1fichier.com/?cnw3fwws08tdoaxycimj Sharp Anime V1]
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− | |solidd93110#7731
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− | |2
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Lines and Details
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− | |300K
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− | |4
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− | |128
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− | |7.738K
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− | |Anime DVD - BluRay
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 2xPSNR]
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− | |-
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− | |[https://drive.google.com/open?id=103MX2bvd3GW0MYpC53ABU5VYY6v1t99Y DigiPaint]
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− | |TheAtheistGod
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− | |4
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− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
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− | |Digital Art Upscaler
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− | |35K
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− | |6
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− | |128
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− | |48.493K
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− | |Misc digital art, material studies
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− | |4xfalcoon300(manga)
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− | |-
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− | |[https://u.pcloud.link/publink/show?code=kZb2mFXZOwIwPolF8HYAlU8QE04StpEC9YRX UltraYandere]
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− | |[[User:Nmkd|nmkd]]
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− | |4
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |Highly flexible 2D Art upscaling
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− | |300k
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− | |3
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− | |256
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− | |4800 unique, 28800 total (augmented)
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− | |Yandere4800 (yande.re artworks)
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[https://u.pcloud.link/publink/show?code=kZcyv0XZOefT8dS3Vu0fsPXV6U9ELQL2CO6X PatchySharp]
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− | |[[User:Nmkd|nmkd]]
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− | |4
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− | |[http://www.wtfpl.net/ WTFPL]
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− | |Upscaler for clean images or images with compression artifacts
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− | |240k
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− | |5
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− | |256
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− | |1800
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− | |DIV2K Clean + JPEG
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− | ||[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |}
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− | | |
− | Manga109Attempt is slightly blurry, but performs well as a general upscaler.
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− | | |
− | Falcoon Fanart tries to improve upon it with the goal of removing checkerboard patterns / and dithering. It has oil color
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− | based shading with sharp lines.
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− | | |
− | WaifuGAN v3 is [[User:DinJerr|DinJerr]]’s third attempt at training from a mostly anime dataset sourced from image boards
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− | and is intended for upscaling CG-painted anime with variable outlines. Only PNGs were used, mainly with brush strokes and
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− | gradients. Texturised images avoided as much as possible. If too generative, tone down by interpolating with a softer model.
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− | | |
− | De-Toon, is a model that does the opposite of tooning an image. It takes toon style shading and detail, and attempts to
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− | make it realistic. Its very sensitive, and can be used on small sprites, to large images. Also included is a alt version,
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− | which is less sharp.
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− | | |
− | DigiPaint is a digital art upscaler designed to take brush strokes into account, based off of the Falcoon Fanart model.
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− | | |
− | DeviantPixelHD was designed to upscale original LucasArts games' backgrounds. High Definition digital art from Deviant
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− | Art was used, reducing the LR training to 32 colors so the training images looked pixelated. Can be used with other
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− | environments such as manga or digital art. Examples can be found on Raúl Sangonzalo's YouTube account
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− | (<nowiki>https://www.youtube.com/channel/UCwBfuiHdSPQ-zslOmiW8OHg</nowiki>).
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− | | |
− | FireAlpha is an attempt to create a 4 channel model that handles transparency without splitting and upscaling separately.
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− | | |
− | *'''''Notice:''' IEU can use the model but will attempt to split and handle transparency itself, BlueAmulet's fork of ESRGAN is required to use this model. https://github.com/BlueAmulet/ESRGAN''
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− | | |
− | 4xFSDedither_Manga was intended for pixel art containing dithering patterns, but ended up being effective on pixel art
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− | and manga/cartoon style images without any dithering at all.
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− | | |
− | ====Cartoon / Comic====
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− | {| class="wikitable sortable"
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− | |-
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− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
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− | |-
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− | |[https://drive.google.com/open?id=1qjpxp8z4FGLZxieUDEVKd6FDum-8vpvJ Comic Book]
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− | |[[User:LyonHrt|LyonHrt]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Comic / Drawings
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− | |115K
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− | |8
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− | |128
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− | |1.548K
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− | |Custom (Spider-Man)
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− | |none (no interpolation)
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− | |-
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− | |[https://mega.nz/file/E1o21QRK#FoXh-5v2KITjc_cjC30HrFoh2etp1cmBkNqruMARPeA DeteriorationFrames 1.0]
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− | |Klexos
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− | |1
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Animation
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− | |102K
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− | |2
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− | |128
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− | |6.75K
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− | |HD to bad DVD transfer
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− | | Scratch
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− | |-
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− | |[https://mega.nz/file/UhZDmYgQ#IzW5VzWV1DKAVZiORhq1ro6RxfmVBBtUFxBPe5X_NRU FilmFrames 0.5]
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− | |Klexos
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− | |2
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Film Animation
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− | |677K
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− | |3
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− | |192
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− | |250
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− | |SD to HD film rescan
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− | | Scratch
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− | |-
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− | |[https://mega.nz/#!twxxWQTT!OjPL0o9sq2MM6Flac1shLo9CvE33P9mKKF73OMT-j2I DigitalFrames 2.0]
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− | |Klexos
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Digital Animation
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− | |905K
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− | |27
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− | |128
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− | |1.636M
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− | |Digital Cartoon Images
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− | | Scratch
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− | |-
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− | |[https://mega.nz/#!lwAhQY5D!btyx5fjIRxD6GJwA8Dnnn7beUTvK_NIpDU8Qo69X-Ao DigitalFrames 2.1_Aggressive]
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− | |Klexos
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Flat Digital Animation
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− | |230K
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− | |27
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− | |128
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− | |1.8M
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− | |Digital Cartoon Images
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− | |DigitalFrames 2.0
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− | |-
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− | |[https://drive.google.com/file/d/1RhEkTYy-1DxJP2ynLW5NSrz6BjVMy8xx/view Struzan]
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− | |Laserschwert
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |airbrush/pencil-based artwork
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− | |300K
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− | |4
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− | |128
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− | |2.790K
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− | |movie poster artwork by Drew Struzan and Bill Eaken
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− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
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− | |-
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− | |[https://de-next.owncube.com/index.php/s/jYnFtncarkBmpcF FatalimiX]
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− | |[[User:Twittman|Twittman]]
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Comic and Cartoon style images
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− | |260K
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− | |10
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− | |128
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− | |69k/79k
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− | |Digital Comics
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− | |4x_Fatality_MKII_90000_G_02.pth
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− | |-
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− | |[https://drive.google.com/open?id=1dT7Pw0iwPkQC4-rWriibrVLuA3KS3pS4 SpongeBob]
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− | |Joey
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Cartoons & SpongeBob Games
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− | |235k
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− | |20
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− | |128
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− | |8k
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− | |Scene-detected frames from random Season 11 episodes
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[https://drive.google.com/open?id=1NHuNF36dp_myvPH__IesJ5x6GuppUwS6 SpongeBob v6]
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− | |Joey
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Cartoons
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− | |190k
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− | |20
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− | |128
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− | |4,803
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− | |1 frame of every scene of season 11, downscaled 50% with nearest neighbor
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− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
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− | |-
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− | |[https://drive.google.com/open?id=1HFA1e75QvdostGAZVPBxFHtkiru5gLPa Spongebob v6 De-Quantize]
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− | |Joey
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Quantized Cartoons
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− | |90k
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− | |20
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− | |128
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− | |4,803
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− | |1 frame of every scene of season 11, downscaled 50% with nearest neighbor
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− | |4x Spongebob v6
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− | |-
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− | |[https://drive.google.com/open?id=1geNLDAnQzLadMvvoRLhVy4MXhQf5t8JP Spongebob v6 Deblur]
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− | |Joey
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− | |4
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− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
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− | |Cartoons
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− | |65k
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− | |20
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− | |128
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− | |4,803
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− | |1 frame of every scene of season 11, downscaled 50% with nearest neighbor
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− | |4x Spongebob v6
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− | |-
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− | |[https://1drv.ms/u/s!Aip-EMByJHY26nuB0Lo0rdirfGoi?e=XI9Fa2 HugePeeps]
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− | |[[User:DinJerr|DinJerr]]
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− | |8
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− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
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− | |Painted humans
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− | |360k
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− | |4
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− | |256
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− | |1,000+
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− | |A bunch of pretty girls (and guys) from ArtStation
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− | |TGHQFace8x
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− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/x99pKzS7TNaErrC Fatal_Anime]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Anime and Cartoons
| |
− | |500k
| |
− | |6
| |
− | |128
| |
− | |183k
| |
− | |Anime and Manga images
| |
− | |4x_Fatality_Comix_MKII_430000_G.pth
| |
− | |-
| |
− | |[https://1drv.ms/u/s!Aip-EMByJHY26wU-wOqApp7Hu7tt?e=4ihnBr HugePaint]
| |
− | |[[User:DinJerr|DinJerr]]
| |
− | |8
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Digital Illustrations
| |
− | |500k
| |
− | |4
| |
− | |256
| |
− | |1,000+
| |
− | |Variety of images from ArtStation
| |
− | |HugePeeps
| |
− | |-
| |
− | |[http://cloud.mitch.best/index.php/s/8W5EQWAsnmMY7ig 4x_AbeScale]
| |
− | |mitch#1337
| |
− | |4
| |
− | |GNU
| |
− | |Linework Cartoons
| |
− | |110k
| |
− | |8
| |
− | |192
| |
− | |8
| |
− | |LR: Clone High DVD, HR: Re-illustrated Vectors from Frames
| |
− | |4xESRGAN
| |
− | |}
| |
− | | |
− | The Comic Book model was trained using stills from the film spiderman into the spiderverse, has a comic book crosshatch
| |
− | shading effect to the images. [https://cdn.discordapp.com/attachments/547950274313191425/564427623204388864/6de7c88f.png Sample]
| |
− | | |
− | FilmFrames 0.5: Purpose of the model is upscaling medium quality sourced SD animation frames to an HD "Film rescan" status.
| |
− | https://imgsli.com/MjA2NDM
| |
− | | |
− | DeteriorationFrames 1.0: The purpose of this model is to aid in the creation of datasets aimed at animation by saving you time
| |
− | and allowing you to deteriorate the HQ/HD frames directly though this model instead of having to go through frame by frame to
| |
− | find SD/LQ counterparts. This iteration in particular adds dot crawl, ringing and chromatic aberrations. https://imgsli.com/MTk4MjA.
| |
− | Important note: Resizing your HD counterparts before using this model to create the LRs is essential.
| |
− | Tip: If you blur the HRs after resizing them but before using the deterioration model on them, depending on how much you blur
| |
− | you'll get less Chromatic aberrations. So with this you can tweak both blurriness and the aberrations to match better the source
| |
− | you intend to actually use the model you are about to train on.
| |
− | | |
− | DigitalFrames 2.0: Was trained completely separately from 1.0 with a completely new and bigger dataset. It has a reduced sensitivity
| |
− | to noise which reduces the blobs of noise phenomena. It can also work reasonably well on Cel/Film Toons now. Overall it's a big leap
| |
− | from 1.0.
| |
− | | |
− | DigitalFrames 2.1_Aggressive: Provides the sharpest results yet. It's the most aggressive version of DF. Does it's best on animation
| |
− | with little to no textures. The model as well as any version of DF is not suitable for all kinds of animation.
| |
− | | |
− | FatalimiX is specialized in making those low res comics high res again!
| |
− | | |
− | The SpongeBob model was trained for the purpose of upscaling Battle for Bikini Bottom's textures, but it works well for upscaling
| |
− | scenes from the show as well. It was initially trained on the clean downscaled images but later JPEG, quantization, dithering, and
| |
− | Gaussian blur were added to the LR OTF options to help it upscale the textures better.
| |
− | | |
− | Spongebob v6 is ideally a lot sharper and cleaner, but Joey's still not sure if it works better than the old one. It still seems to
| |
− | be better in many cases.
| |
− | | |
− | Spongebob v6 De-Quantize is for de-quantizing as well as upscaling. The results are pretty blurry but it works decently enough.
| |
− | | |
− | Spongebob v6 Deblur was created as Joey wasn't entirely happy with the main Spongebob v6 model. It was trained with blurring OTF
| |
− | options and two different downscale types.
| |
− | | |
− | HugePeeps v1 was created by DinJerr to test out a theory on how to properly train 8x models. This particular model best works on
| |
− | painted pics of ladies.
| |
− | | |
− | HugePaint v1 is trained on a more generic dataset with a balance of illustrated humans, vegetation, minerals and some animals.
| |
− | | |
− | Abescale is an upscale model intended to bring Clone High DVDs (480i/p) to 4k. Based on re-illustrated frames from the DVD, is effective on similar cartoons with heavy linework.
| |
− | | |
− | Some of the first cartoon painted models for ESRGAN can still be found [https://esrgan.blogspot.com/2019/01 here], but have been
| |
− | mostly superseded by newer models.
| |
− | | |
− | ====Pixel Art====
| |
− | | |
− | used in tandem with other bitmaps to construct a larger scene.
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://1drv.ms/u/s!Aip-EMByJHY27CHg3-1Uue5KgbtK?e=6k0COU BigFace v3]
| |
− | |[[User:DinJerr|DinJerr]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Painted people
| |
− | |300K~
| |
− | |4
| |
− | |384
| |
− | |1K
| |
− | |Selected concept art
| |
− | |[https://1drv.ms/u/s!Aip-EMByJHY23ii1LoVMFNVOprBG?e=u2YxRU BigFace]
| |
− | |-
| |
− | |[https://1drv.ms/u/s!Aip-EMByJHY200v-vXPezsCsUd5T?e=r7mBNn BigFArt Suite]
| |
− | |[[User:DinJerr|DinJerr]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Larger-scaled pixels to digital painting
| |
− | |800+
| |
− | |6
| |
− | |192
| |
− | |~12K
| |
− | |DIV2K, FatalityFaces, ArtStation paintings
| |
− | |Face Focus
| |
− | |-
| |
− | |[https://1drv.ms/u/s!Aip-EMByJHY22BhfdJ1Epkfc3ugq?e=yVfXkz FArtDIV3 Suite]
| |
− | |[[User:DinJerr|DinJerr]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Pixels to digital painting
| |
− | |700K~
| |
− | |4
| |
− | |128
| |
− | |~10K
| |
− | |DIV2K, FatalityFaces, ArtStation paintings
| |
− | |ArtStation1337
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1BzT-KwUBiZzACxGdIN6w930aOVvvfhg7 Faithful]
| |
− | |Joey
| |
− | |2
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |General small pixel textures
| |
− | |130K
| |
− | |80
| |
− | |32
| |
− | |2.858K
| |
− | |Faithful 32x32 (HR) / default Minecraft 1.13 and 1.14 (LR)
| |
− | |Private model trained from [https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=XZHawFXZhqD7dF4qtYHnqJVPnQd0ey0vW1JX Faithful Lite]
| |
− | |Joey
| |
− | |2
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |General small pixel textures
| |
− | |275K
| |
− | |128
| |
− | |32
| |
− | |2.928K
| |
− | |Faithful 32x32 1.13-1.16(HR) / default Minecraft 1.13 and 1.16 (LR)
| |
− | |none
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZUMKFXZUG6BpzHR6wFGack19pvWgbQQ9OA7 FakeFaith Lite]
| |
− | |Joey
| |
− | |2
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |General small pixel textures
| |
− | |105K
| |
− | |24
| |
− | |64
| |
− | |24.110K
| |
− | |Spongebob Season 11 frames, downscaled 50% with NN for the HR, and 50% NN again for the LR
| |
− | |[https://u.pcloud.link/publink/show?code=XZHawFXZhqD7dF4qtYHnqJVPnQd0ey0vW1JX Faithful Lite]
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1Uc9RUc2YpZKpPoGQeGxNUb3Ro-U720cH SmoothRealism]
| |
− | |Joey
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Pixel art, rocky/grainy textures
| |
− | |140K
| |
− | |2
| |
− | |64
| |
− | |679
| |
− | |R3DCraft Smooth Realism Texture Pack 64x
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://drive.google.com/u/1/uc?id=1WXJQzqVGTKaX_8_Ma1hJ45W5nUkZBGFu&export=download Rebout]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Character Sprites
| |
− | |325K
| |
− | |8
| |
− | |128
| |
− | |23.808K
| |
− | |Custom prepared sprites from kof 94 rebout, now updated with cx loss
| |
− | |Detoon
| |
− | |-
| |
− | |[https://drive.google.com/u/1/uc?id=1h-bY4gq_61sRF_xK3F4OiVK1cWRX0Q9w&export=download Rebout blend]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Character Sprites
| |
− | |325K
| |
− | |8
| |
− | |128
| |
− | |23.808K
| |
− | |Custom prepared sprites from kof 94 rebout, which with gradients blending
| |
− | |Detoon
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1jE2le5Lsab-AcMUMm0Zr9L-OvFNhnRAG ScaleNX]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Scalenx style pixel art upscaler
| |
− | |80K
| |
− | |8
| |
− | |128
| |
− | |1.070K
| |
− | |custom scalenx up-scaled from retroarch shader
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1LFd4BqZ2N8p21JzjLX6hGdm7RpVIkH7s Xbrz]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Xbrz style pixel art upscaler
| |
− | |90K
| |
− | |8
| |
− | |128
| |
− | |1.897K
| |
− | |custom xbrz up-scaled
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1VDbjRii9zyyUhyqnQd5H8OP8d3AuwjTe Xbrz+DD]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Xbrz style pixel art upscaler with de-dithering
| |
− | |90K
| |
− | |8
| |
− | |128
| |
− | |1.523K
| |
− | |custom de-dithered xbrz
| |
− | |xbrz
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/gPjswdm6gCegQdz Fatality]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |(dithered) sprites
| |
− | |265K
| |
− | |10
| |
− | |128
| |
− | |19.7K
| |
− | |?
| |
− | |[https://de-next.owncube.com/index.php/s/YbAqNMMTtxrajF6 Face]
| |
− | |-
| |
− | | |
− | |[https://de-next.owncube.com/index.php/s/NszBMb7T5wYG9X6 Fatality MK2]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Sprites
| |
− | |90K
| |
− | |10
| |
− | |128
| |
− | |42K
| |
− | |Anime, Manga and some real life
| |
− | |A previously attempted MK2
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/ECsEHxdoYCnFsZA Fatal Pixels]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Sprites
| |
− | |340K
| |
− | |22
| |
− | |96
| |
− | |49K
| |
− | |Anime, Manga
| |
− | |Fatality_MKII_90k
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1oBWH-jKYAlu5aK7qnUAcQaFidH4xiLwj/view?usp=sharing PixelPerfect]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |4
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Sprites
| |
− | |103K
| |
− | |4
| |
− | |128
| |
− | |1.2K
| |
− | |Anime, Manga
| |
− | |1xESRGAN
| |
− | |}
| |
− | | |
− | Fatality is meant to be used for upscaling medium resolution Sprites, dithered or un-dithered, it can also upscale manga/anime
| |
− | and gameboy camera images.
| |
− | | |
− | Rebout is trained to give detail to character models, with faces and hands improved. Based on the snk game kof94 rebout, although
| |
− | best for snk style games, does work on a variety of sprites. Also included is a interpolated version that may provide a cleaner
| |
− | upscale for certain sprites.
| |
− | | |
− | Faithful 2x was trained on the faithful 32x32 Minecraft texture/resource pack, using both the 1.13 and 1.14 versions (which have
| |
− | different textures). For those not familiar, this texture pack is meant to upscale the 16x16 textures to 32x32 faithfully, as in
| |
− | make them as close as possible to the original, but higher resolution. The model does a decent job at replicating this.
| |
− | | |
− | *'''NOTE:''' Due to an error in the dataset, sometimes the model turns jagged white lines green. Only encountered this in one texture
| |
− | tried, so it appears unlikely to happen.
| |
− | | |
− | FArtDIV3 Suite is a group of models based on a large image dataset trained using OTF tile generation. Most of the models are based
| |
− | off the Base model, and suite different purposes. Fine is used to generate details, but may be noisy/grainy at times. Blend will
| |
− | attempt to blend colour steps into proper gradients. UnholyFArt is a interpolated model that reduces details in favor of sharp blends.
| |
− | | |
− | BigFArt Suite is similar to FArtDIV3, but for larger pixel sprites/art in the context of tile size.
| |
− | | |
− | BigFace_v3 Suite takes the BigFace model from the BigFArt suite, and tries to improve by using double-sized tiles. Main model has good
| |
− | dedithering. _Blend focuses on sharp blends, and _Clear will abstract and sharpen details.
| |
− | | |
− | ===Photographs and Photorealism===
| |
− | | |
− | ====Misc / Kitchen Sink====
| |
− | | |
− | All kinds of photographs or photorealistic images. Those models aren't specialized.
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZ6msZu8BOExSFH4SxixhuxoyrmbRYGQQk Misc]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Surface Textures
| |
− | |220K
| |
− | |32
| |
− | |128
| |
− | |20.797K
| |
− | |Custom (Photos)
| |
− | |[http://www.mediafire.com/file/w3jujtm752hvdj1/Manga109Attempt.pth.zip/file Manga109Attempt]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1d89zvzC6BKf5EKapBtc4MH2DX5GClKzl/view Nickelback]
| |
− | |[[User:BlackScout|BlackScout]]
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Photographs
| |
− | |70k
| |
− | |8
| |
− | |128
| |
− | |44.55k
| |
− | |Wallpapers
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1IHp3Ibs3B8wSKZg2iGAVy4DP5bTSTOBb/view Fuzzy Box]
| |
− | |BlueAmulet
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Anything
| |
− | |197K
| |
− | |16
| |
− | |128
| |
− | |9.962K
| |
− | |CC0 Textures
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1KToK9mOz05wgxeMaWj9XFLOE4cnvo40D/view?usp=sharing Box]
| |
− | |Jacob_ (buildist)
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Realistic
| |
− | |390K
| |
− | |8
| |
− | |192
| |
− | |11.577K
| |
− | |Flickr2K+Div2K+OST
| |
− | |PSNR model from same data
| |
− | |-
| |
− | |[https://drive.google.com/u/1/uc?id=10h8YXKKOQ61ANnwLjjHqXJdn4SbBuUku&export=download Lollypop]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Universal
| |
− | |235k
| |
− | |8
| |
− | |128
| |
− | |109.5K
| |
− | |prerendered images
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1O6owph-qmWpD4IYl1SmqNT-71E2IS4q3/view?usp=sharing UniversalUpscaler-Soft]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |4
| |
− | |WTFPL
| |
− | |Universal
| |
− | |190K
| |
− | |4
| |
− | |128
| |
− | |1400K
| |
− | |DIV2K + Anime
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1rRT27g6id9eOz-12wb1xjOnVSEDOOMdx/view?usp=sharing UniversalUpscaler-Detailed]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |4
| |
− | |WTFPL
| |
− | |Universal
| |
− | |155K
| |
− | |4
| |
− | |128
| |
− | |1400K
| |
− | |DIV2K + Anime
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZOhRakZOUkSXYB6at7ndvDxVJBGQLSaIfBk Superscale]
| |
− | |[[User:Nmkd|nmkd]]
| |
− | |4
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Clean Real-World Images
| |
− | |134k
| |
− | |1/2
| |
− | |448
| |
− | |900
| |
− | |DIV2K Train + Valid
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1dGmhHUPmb3lO9buX_Bt2nq97Nk5MCTb4/view Ground]
| |
− | |ZaphodBreeblebox
| |
− | |4
| |
− | |
| |
− | |Ground Textures
| |
− | |305K
| |
− | |?
| |
− | |128
| |
− | |?
| |
− | |Custom (Ground textures Google)
| |
− | |?
| |
− | |}
| |
− | | |
− | Box was meant to be an improvement on the RRDB_ESRGAN_x4 model ([https://imgsli.com/NDEwMw comparison]). It’s also trained
| |
− | on photos, but with a much larger dataset which was downscaled with linear interpolation (box filter) instead of bicubic.
| |
− | | |
− | Deoldify is intended for denoising and deblurring photos. All outputs are greyscale. This was initially a proof of concept.
| |
− | ''(Need clarification on specific subject matter.)''
| |
− | | |
− | The Ground model was trained on various pictures of '''stones, dirt and grass''' using Google’s image search.
| |
− | | |
− | The Misc model is trained on various pictures shoot by myself, including '''bricks, stone, dirt, grass, plants, wood, bark, metal'''
| |
− | and a few others.
| |
− | | |
− | Superscale by NMKD was made to rival the RealSR models and is one of the best upscalers for real-world content. It's trained on PNGs,
| |
− | so it doesn't handle compression artifacts well.
| |
− | | |
− | Lollypop was originally made for prerendered manga faces, using the patchgan discriminator. Combined with cutmixup, cx loss, and
| |
− | Frequency Separator, it handles prerendered, realistic faces, and even pixel art, with dedithering low palette images incredibly well.
| |
− | | |
− | ====Characters and Faces====
| |
− | | |
− | For images of humans, creatures, faces, ...
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1HIBRKFs7s-XhpN1p7rwAWcMTHwFRqn3n/view Trixie]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Star Wars
| |
− | |275K
| |
− | |8
| |
− | |192
| |
− | |19.814K
| |
− | |?
| |
− | |None
| |
− | |-
| |
− | |[https://drive.google.com/open?id=19ICMKNuS4PbhmtA7Be9lUE6v8NHDDEzP Face Focus]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Face De-blur
| |
− | |275K
| |
− | |8
| |
− | |192
| |
− | |4.157K
| |
− | |Custom (Faces)
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/YbAqNMMTtxrajF6 Face]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Face Upscaling
| |
− | |250K
| |
− | |10
| |
− | |128
| |
− | |3.765K
| |
− | |Custom (Faces)
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/mZRG4HB3KdP2iP6 Face-Ality V1]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Face Upscaling
| |
− | |310k
| |
− | |10
| |
− | |128
| |
− | |13.3k
| |
− | |Custom (Faces)
| |
− | |4x_Faces_04_N_180000_G.pth
| |
− | |-
| |
− | |[https://f002.backblazeb2.com/file/ESRGAN/_RELEASE/4x_cat_patch_325000_G.pth Cat_Patch]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |For upscaling Meow
| |
− | |325k
| |
− | |8
| |
− | |128
| |
− | |9.5k
| |
− | |Custom (Cats)
| |
− | |previous attempt
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1OyOJIW224hBhb-aTCbuUQb0qzKmE4oH6 TGHQFace8x]
| |
− | |[[User:Torrentguy_(tg)|Torrentguy]]
| |
− | |8
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Face Upscaling
| |
− | |500k
| |
− | |8
| |
− | |128
| |
− | |70k
| |
− | |Flickr Cropped Faces
| |
− | |[https://mega.nz/#!6kwQiCCS!v2uN8R44vVrlzmSqffGaCnzgogkPhhl67myJbuG45SA 8xESRGAN]
| |
− | |}
| |
− | | |
− | Trixie was made to bring balance to the force… Also to upscale '''character textures for star wars games''', including the heroes,
| |
− | rebels, sith and imperial. Plus a few main aliens…Why called trixie? Because jar jars big adventure would be too long of a name…
| |
− | This also provides good upscale for '''face textures for general purpose as well as basic star wars''' textures.
| |
− | | |
− | The Face Focus modes was designed for '''slightly out of focus / blurred images of faces'''. It is aimed at '''faces''' / '''hair''',
| |
− | but it can help to '''improve other out of focused images too''' as always just try it.
| |
− | | |
− | ===Specialized===
| |
− | | |
− | For Purposes that didn't fit anywhere else (for now).
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZGmsZo1yNrot19O4R5SrPVD1GWpRy1MKX Skyrim Armory]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Armor, Clothes and Weapons
| |
− | |80K
| |
− | |26
| |
− | |128
| |
− | |0.8K
| |
− | |Skyrim Mod textures
| |
− | |[http://www.mediafire.com/file/w3jujtm752hvdj1/Manga109Attempt.pth.zip/file Manga109Attempt]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1zC97RLUg5ejqb5-4Dj5q-SzdLPLiMozH/view Nickelfront]
| |
− | |[[User:BlackScout|BlackScout]]
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Money, Coins
| |
− | |14k
| |
− | |8
| |
− | |128
| |
− | |1.176k
| |
− | |Images of Coins
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1JI8VZSSHpH9u7HzE8MvuNG351Dgn4jwU/view BS_Screenbooster_SPSR]
| |
− | |[[User:BlackScout|BlackScout]]
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Upscale game screenshots
| |
− | |76K
| |
− | |2
| |
− | |128
| |
− | |1.2M (tiles)
| |
− | |Game screenshots
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1zlc8BWOcpCbSZpwf7ArMCqpb0Tf9DlZk/view Wolly]
| |
− | |[[User:BlackScout|BlackScout]]
| |
− | |2
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Pixar Movies / Wall-E
| |
− | |38k
| |
− | |1
| |
− | |256
| |
− | |9.0k
| |
− | |BD 1080p Wall-E Frames
| |
− | |[https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
| |
− | |-
| |
− | |[https://1drv.ms/u/s!AiWox1lAWLoTg1bUeJouJNOFZ_Jj Fallout 4 Weapons]
| |
− | |Bob
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Fallout Weapon Diffuse Textures
| |
− | |120K
| |
− | |13
| |
− | |128
| |
− | |532(OTF)
| |
− | |Fallout 4 HDDLC Weapon Diffuse Textures
| |
− | |[http://www.mediafire.com/file/w3jujtm752hvdj1/Manga109Attempt.pth.zip/file Manga109Attempt]
| |
− | |-
| |
− | |[https://1drv.ms/u/s!AiWox1lAWLoThANuXjxIR-hqA6os Fallout Weapons V2]
| |
− | |Bob
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Video game textures, mostly metal rusty, clean or painted.
| |
− | |180K
| |
− | |13
| |
− | |128
| |
− | |1.999K(OTF)
| |
− | |Fallout 4 HD DLC(Weapon,Armor/Clothes,Vehicle and Interior/Architecture textures to be exact)
| |
− | |[https://1drv.ms/u/s!AiWox1lAWLoTg1bUeJouJNOFZ_Jj Fallout 4 Weapons]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1RjVWNUFtVyz4ykqu6Pm9wmO03pPEBGqg/view Skyrim Misc]
| |
− | |Deorder
| |
− | |4
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |Skyrim Diffuse Textures
| |
− | |105K
| |
− | |?
| |
− | |128
| |
− | |?
| |
− | |Skyrim Diffuse Textures
| |
− | |?
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1Xe1JorGFJzPClR9tUuGmpuMyLhTA-d2T/view?usp=sharing PackCraft V4]
| |
− | |Joey
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Upscaling Minecraft pack.png
| |
− | |40K
| |
− | |1
| |
− | |512
| |
− | |60K
| |
− | |Alpha Minecraft
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1waC7a63nh5qkrLQe95sMcN4HRpaqhD9r/view Skyrim Wood]
| |
− | |Laeris
| |
− | |4
| |
− | |
| |
− | |Wood
| |
− | |75K
| |
− | |?
| |
− | |?
| |
− | |?
| |
− | |?
| |
− | |?
| |
− | |-
| |
− | |[https://drive.google.com/open?id=12fR-pWw6YL2ZbS6EDvrAeOVoQHWkWl5L Forest]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Wood / Leaves
| |
− | |160K
| |
− | |8
| |
− | |192
| |
− | |2.2K
| |
− | |Custom(?)
| |
− | |none
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1xPzqzTG5L6y5I0U3W0oQjexwGF5zfG32 Map]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Map / Old Paper with text
| |
− | |120K
| |
− | |8
| |
− | |192
| |
− | |2.311K
| |
− | |Custom(Scans)
| |
− | |none
| |
− | |-
| |
− | |[https://mega.nz/folder/tFhl0L5b#CK4WLHYxjX7KFXU1PLNDuQ Morrowind Mixed]
| |
− | |mkultra
| |
− | |4
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Morrowind Mod Textures
| |
− | |115K-130K
| |
− | |16
| |
− | |128
| |
− | |56K
| |
− | |Morrowind Mod Textures
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |}
| |
− | | |
− | The map model was trained on '''maps, old documents, papers and various styles of typefaces/fonts'''. Based on a dataset contributed
| |
− | by alsa. [https://imgsli.com/MzMwNw Sample]
| |
− | | |
− | The Forest model is focused on '''trees, leaves, bark and stone''' can be used for double upscaling for even more detail. [https://imgsli.com/MzI2Nw Sample]
| |
− | | |
− | The Armory model was trained with '''modded textures form Skyrim''', including '''Clothing, Armor and Weapons'''. ('''Leather, Canvas and Metal'''
| |
− | should all work - maybe too sharp so interpolate)
| |
− | | |
− | The wood model was trained for Skyrim by Laeris.
| |
− | | |
− | The Skyrim Diffuse models is supposed to be used with Skyrim’s diffuse textures. It is a bit too sharp so I recommend to interpolating
| |
− | with the |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN] model or the mangaAttempt109 model, look in
| |
− | [https://drive.google.com/drive/folders/1m1sgHiSZkmI4NbiXeBEZasf94WPqEsNF Deorder’s Skyrim Model Google Drive] for an already interpolated version.
| |
− | | |
− | Fallout 4 weapons was trained using Fallout 4’s official HDarmor/weapon textures but could be used on other weapon and armor textures.
| |
− | | |
− | ===Grayscale===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1trYs4AuC9s2JWAbryHdNyy5cgYV-V8cH/view Skyrim Alpha]
| |
− | |Deorder
| |
− | |4
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |Alpha Channel
| |
− | |105K
| |
− | |?
| |
− | |128
| |
− | |?
| |
− | |Alpha Channels from Skyrim
| |
− | |?
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1-mxmDF1Dh-PnQqRz_PeCrvsTkHjYCbi3 Deoldify]
| |
− | |TheAtheistGod
| |
− | |4
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |B/W Photo Restoration
| |
− | |790K
| |
− | |16
| |
− | |128
| |
− | |2.931M
| |
− | |[https://groups.csail.mit.edu/vision/datasets/ADE20K/ ADE20K], [https://data.vision.ee.ethz.ch/cvl/DIV2K/ DIV2K], [http://www.loc.gov/pictures/ Library of Congress]
| |
− | |Falcon Fanart (?)
| |
− | |}
| |
− | | |
− | Trained to upscale grayscale images, like specular or alpha etc.
| |
− | | |
− | ==Artifact Removal==
| |
− | | |
− | The models in this section were made to remove compression artifacts in images and textures.
| |
− | | |
− | ===Blur===
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1GoUY7t5kE0Ubi-NDvlMB8lUs-_u_f6tS/view?usp=sharing LADDIER1]
| |
− | |Alexander Syring
| |
− | |4
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |Remove noise, grain, box/lens/guassian blur
| |
− | |282K
| |
− | |8
| |
− | |128
| |
− | |12.7K
| |
− | |Mostly images of Nirvana, some of other images
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/aAojXwLTPZto8rP Fatality DeBlur]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Deblurring
| |
− | |270K
| |
− | |1
| |
− | |128
| |
− | |41K
| |
− | |Mix of anime, manga, and photos
| |
− | |1x_DeJpeg_Fatality_01_175000_G.pth
| |
− | |}
| |
− | | |
− | Fatality DeBlur is intended for general deblurring of images, and has some robustness against compression and noise.
| |
− | | |
− | LADDIER1 upscales images with noise, grain and different types of blur.
| |
− | | |
− | ===Noise===
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1f5kIr3gG5GjbN_EM96CCB0nqu_2_56gh ISO denoise v1]
| |
− | |[https://github.com/alpha0010/ Alpha]
| |
− | |1
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |Remove high ISO noise
| |
− | |372K
| |
− | |1
| |
− | |128
| |
− | |170K
| |
− | |Custom (DSLR photos)
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1HSUvnQm56_CmVAAMjTfVn_Hi6a4Bm2h0 ISO denoise v2]
| |
− | |[https://github.com/alpha0010/ Alpha]
| |
− | |1
| |
− | |[https://creativecommons.org/publicdomain/zero/1.0/ CC0]
| |
− | |Remove high ISO noise
| |
− | |308K
| |
− | |1
| |
− | |128
| |
− | |239K
| |
− | |Custom (DSLR photos)
| |
− | |[https://drive.google.com/open?id=1f5kIr3gG5GjbN_EM96CCB0nqu_2_56gh ISO denoise v1]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1hnWvQ2VzzxaTaar6ifErFJKrCmYXH8v0/view?usp=sharing NoiseToner]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Remove high ISO noise
| |
− | |105K
| |
− | |4
| |
− | |64
| |
− | |800
| |
− | |Custom (Photos)
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1hnWvQ2VzzxaTaar6ifErFJKrCmYXH8v0/view?usp=sharing NoiseToner Uniform]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Remove noise
| |
− | |100K
| |
− | |4
| |
− | |64
| |
− | |1.4K
| |
− | |DIV2K + Anime
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1hnWvQ2VzzxaTaar6ifErFJKrCmYXH8v0/view?usp=sharing NoiseToner Poisson]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Remove Poisson noise
| |
− | |150K
| |
− | |4
| |
− | |64
| |
− | |1.4K
| |
− | |DIV2K + Anime
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |}
| |
− | High ISO is required to capture images at very high shutter speeds and/or in poor lighting. However,
| |
− | increasing ISO also results in noise that is challenging to remove without also losing fine details.
| |
− | To remove this noise without damaging details, one can apply the technique of median stacking: combine
| |
− | 10-100 photos of the exact same object to separate the signal (clear photo) from noise.
| |
− | | |
− | ISO denoise v1 is trained on a handcraft set of pairs between original noisy photos and median stacked
| |
− | counterparts. It tends to be conservative, avoiding modifying anything that does not closely resemble
| |
− | camera ISO noise. ISO denoise v2 uses a larger dataset, handling some cases better and some cases worse
| |
− | than v1. If results are unsatisfactory with one model, try the other model.
| |
− | | |
− | ===JPG Compression===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZvmsZo4qORoatgHXm4A1CooSUnuy5YD5X jpg (0-20%) alsa]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |178K
| |
− | |2
| |
− | |128
| |
− | |6.23K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!OzpFHYAD!0swA_J18bSygyVgMHac3P4kkBx6ZYUHNnL9qXhiu-9I JPG (20-40%)]
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZimsZmfeBi2HJp9H00wvCRISpnuSRrjgy jpg (20-40%) alsa]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |141K
| |
− | |2
| |
− | |128
| |
− | |6.23K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!Kr5Q1C7C!yq4910SjvAyMS_40IhrOsShA21OXdP8rxfiMsEuYbW8 JPG (40-60%)]
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZrmsZbOaINRer4xRn6UWBtGgRK5r7biWy jpg (40-60%) alsa]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |100K
| |
− | |2
| |
− | |128
| |
− | |~6.5K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!6j4RRQBD!3CX7XN9ZEAeWR3aXBAsDRpxSfKbM8zR1N9GXgbP38Ig JPG (60-80%)]
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZcmsZASeN84hQXCLfhYzUogomG5EdkwPV jpg (60-80%) alsa]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |91K
| |
− | |2
| |
− | |128
| |
− | |~6.5K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!2uxwRYYT!2KgAsRac70jqYYXyOvQ5HSd4ipoqC0WGB4Md2Su_OM8 JPG (80-100%)]
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZomsZwGOr2Jb4lLXGopIwu8UtNQqpuqyX jpg (80-100%) alsa]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |162K
| |
− | |2
| |
− | |128
| |
− | |~6.5K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!emAAQa6B!xItl6e7WIyq1ZbXXWtLaKn7M2it7j8Rx_-wvxDjWdQQ BC1 take 1]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1AjVnJCne4_JNYKGfzeogNxXo5zXMCGLe/view jpg (20-40%) BlueAmulet]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |JPG compressed Images
| |
− | |535K
| |
− | |1
| |
− | |128
| |
− | |52.789K
| |
− | |Custom (CC0 Textures)
| |
− | |[https://mega.nz/#!Kr5Q1C7C!yq4910SjvAyMS_40IhrOsShA21OXdP8rxfiMsEuYbW8 JPG (40-60%)]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1maYmC5yyzWCC42X5O0HeDuepsLFh7AV4/view jpg (0-20%) BlueAmulet]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |JPG compressed Images
| |
− | |610K
| |
− | |1
| |
− | |128
| |
− | |52.789K
| |
− | |Custom (CC0 Textures)
| |
− | |[https://mega.nz/#!OzpFHYAD!0swA_J18bSygyVgMHac3P4kkBx6ZYUHNnL9qXhiu-9I JPG (20-40%)]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1lgpo60okKC_9D6mzymHOvwdJDsOqxi7j/view jpg (40-60%) BlueAmulet]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |JPG compressed Images
| |
− | |550K
| |
− | |1
| |
− | |128
| |
− | |52.789K
| |
− | |Custom (CC0 Textures)
| |
− | |[https://mega.nz/#!6j4RRQBD!3CX7XN9ZEAeWR3aXBAsDRpxSfKbM8zR1N9GXgbP38Ig JPG (60-80%)]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1V2PTYzMMDIB7NNCp-ZXhIf26a0xHO2b2/view jpg (60-80%) BlueAmulet]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |JPG compressed Images
| |
− | |545K
| |
− | |1
| |
− | |128
| |
− | |52.789K
| |
− | |Custom (CC0 Textures)
| |
− | |[https://mega.nz/#!2uxwRYYT!2KgAsRac70jqYYXyOvQ5HSd4ipoqC0WGB4Md2Su_OM8 JPG (80-100%)]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/17ocFMDz4jfYH73mT_4i1099JCGVnOHd2/view jpg (80-100%) BlueAmulet]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |JPG compressed Images
| |
− | |550K
| |
− | |1
| |
− | |128
| |
− | |52.789K
| |
− | |Custom (CC0 Textures)
| |
− | |[https://mega.nz/#!emAAQa6B!xItl6e7WIyq1ZbXXWtLaKn7M2it7j8Rx_-wvxDjWdQQ BC1 take 1]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/17k72r01xTkeOzqsaYCN6ZqnAktKqTLyw/view?usp=sharing Jaypeg90]
| |
− | |Jacob_
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |JPG Photos 85-95% Quality
| |
− | |66K
| |
− | |24
| |
− | |128
| |
− | |3.440K * 2
| |
− | |Flickr2K+Div2K, 85-95% JPEG Compressed, cubic or NN scaling
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZvfeFXZMyUSYScxAizUmTKjax0JQzTk9Gfk SBDV-DeJPEG-Lite]
| |
− | |Joey
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |130k
| |
− | |12
| |
− | |64
| |
− | |934
| |
− | |SpongeBob, DIV2K
| |
− | |1x_DIV2K-Lite_80k.pth
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZuDPakZRh7Wrg6YSBkUdHPm3NsyJ5GtI570 Jaywreck]
| |
− | |[[User:Nmkd|nmkd]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |JPG compressed Images
| |
− | |190k
| |
− | |1/2
| |
− | |132
| |
− | |900
| |
− | |DIV2K Train + Test
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZ8FtFXZN0MakfJ5eWzEkGNOddw5pjp1paN7 Jaywreck3]
| |
− | |[[User:Nmkd|nmkd]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |JPG compressed Images
| |
− | |320k
| |
− | |4
| |
− | |112
| |
− | |1800 (900 unique)
| |
− | |DIV2K Train + Valid
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/jetoMQkKNLfRkYY JPG PlusULTRA]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |130K
| |
− | |1
| |
− | |?
| |
− | |0.937K
| |
− | |Custom (Manga)
| |
− | |Failed Attempts
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/w82HLrLWmWi4SQ5 DeJpeg Fatality PlusULTRA]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images
| |
− | |200K
| |
− | |1
| |
− | |128
| |
− | |26K
| |
− | |Real life, Manga and digital text
| |
− | |1x_DeJpeg_Fatality_01_200000_G.pth
| |
− | |-
| |
− | |[https://f002.backblazeb2.com/file/ESRGAN/_RELEASE/1x_Saiyajin_DeJPEG_300000_G.pth SaiyaJin DeJpeg]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |JPG compressed Images from 2% to 100% quality
| |
− | |300K
| |
− | |1/8
| |
− | |128
| |
− | |22.8K
| |
− | |Anime, real life, manga, generated
| |
− | |[https://de-next.owncube.com/index.php/s/w82HLrLWmWi4SQ5 1x_DeJpeg_Fatality_PlusULTRA_200000_G.pth]
| |
− | |}
| |
− | | |
− | JPG gets compressed with a Quality Percentage between 0 and 100. So depending on how bad your JPEGs are compressed, choose
| |
− | the model of your choice. You can use [https://imagemagick.org/index.php ImageMagick] to guess the Quality percentage, but
| |
− | keep in mind that it might be wrong, since the image might have been re-saved.
| |
− | | |
− | JPG PlusULTRA, while not considered successful in its initial purpose, may find some use on certain unique images.
| |
− | | |
− | DeJpeg Fatality PlusULTRA is its burly strongman big brother. Anything and everything that is JPG will tremble before you!
| |
− | | |
− | Jaywreck by NMKD is trained to handle any amount of JPEG compression, even removing artifacts of quality 5 JPEGs. Its only
| |
− | weakness is a slight tendency to oversharpen certain textures. It's recommended to not use this model for very small images
| |
− | ( < 256px due to the large HR size it was trained on.
| |
− | | |
− | ===DDS Files with BC1/DXT1, BC3/DXT5 Compression===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZXbsZK03Y0UsmtR0W7wRMHWGvYkzgPII7 bc1 sharp 3.0]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |BC1 Compression
| |
− | |400K
| |
− | |2
| |
− | |128
| |
− | |28.985K
| |
− | |Custom (just about everything)
| |
− | |[https://mega.nz/#!r2hEAAAb!zdk-Ka6VCqVnKThtfJVYM0NnVBSUyeqsjYs-NgKjLkc BC1 take 2]
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1LHplsPRqhmjR28jGgRlEekeP_bvx3nUC bc1 smooth 2.0]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |BC1 Compression
| |
− | |1M
| |
− | |20
| |
− | |32
| |
− | |4767
| |
− | |Custom (? including normal maps)
| |
− | |none (no interpolation)
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1EYAoxC1tE2EhEgI4tiKujHUKjhq68gY-/view?usp=sharing BCGone_Smooth]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |BC1 Compression
| |
− | |110K
| |
− | |4
| |
− | |64
| |
− | |1400
| |
− | |Images from DIV2K and random anime drawings
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1XS0uBDDhIpZGROFeASlfQrrTuUKc8k9r/view?usp=sharing BCGone_Detailed]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |BC1 Compression
| |
− | |115K
| |
− | |4
| |
− | |64
| |
− | |1400
| |
− | |Images from DIV2K and random anime drawings
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |}
| |
− | | |
− | BC1 (DXT1) compression is commonly used in dds textures, which are utilized in most PC games today, it allows to shrink
| |
− | the texture to 1/6 of the original size, reducing VRAM usage. There is also BC3 (DXT5) which uses BC1 compression for the
| |
− | color channels and leaves the alpha channel uncompressed, this one reduces the file size to 1/3 of the original. But this
| |
− | compression comes at a cost. The BC1 models are designed to reverse the damage done by the compression. This is a must if
| |
− | you want to upscale a dds file that uses either BC1 or BC3 compression. The free variant has more freedom when dealing with
| |
− | the images and should lead to better results. The restricted version only deals with perfect images compressed once (ideal
| |
− | case) so will perform worse in any other scenario, but it tries to preserve the original colors more. You can interpolate
| |
− | between restricted and unrestricted if you want.
| |
− | | |
− | ===Cinepak, msvideo1 and Roq===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/open?id=1TMhjBAKVuDivz7FrAt-Qu7wufEJV6VUq Cinepak_alt]
| |
− | |buildist
| |
− | |1
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Cinepak (only)
| |
− | |240K
| |
− | |1
| |
− | |128
| |
− | |2,640
| |
− | |Flickr2K
| |
− | |none (no interpolation)
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/wKjLmYsq7M5JAmx Cinepak]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Cinepak, msvideo1 and Roq
| |
− | |200K
| |
− | |1
| |
− | |128
| |
− | |~8K
| |
− | |Custom (Manga)
| |
− | |none (no interpolation)
| |
− | |}
| |
− | | |
− | The Cinepak model removes movie compressions artifacts from older video compression methods like Cinepak, msvideo1 and Roq.
| |
− | Cinepak_alt may work better for video frames with realistic content.
| |
− | | |
− | ===H264 Compression===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZbhBpXZUTSB7Xi7zlQfgb8CNqPjsbv3dbpX h264Texturize]
| |
− | |[[User:Nmkd|nmkd]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Heavy H264 Compression
| |
− | |500K
| |
− | |1
| |
− | |128
| |
− | |0.900K Unique
| |
− | |DIV2K Train + Val
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |}
| |
− | | |
− | ===Indeo Compression Artifacts===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1-lfgZ_6vtS9DsWU-57ig8UJExH26XmCv/view?usp=sharing DeIndeo]
| |
− | |Wild West Quest#7975
| |
− | |4
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |Indeo Compression Artifacts
| |
− | |130K
| |
− | |8
| |
− | |128
| |
− | |3.500K
| |
− | |Custom
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |}
| |
− | | |
− | ===Color Reduction===
| |
− | | |
− | ====Dithering / GIF====
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://e.pcloud.link/publink/show?code=XZ5bsZtd0ldzEF2UFLSYqIBNhqNH21slxX dithering]
| |
− | |[[User:Alsa|Alsa]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Dithered Images
| |
− | |127K
| |
− | |2
| |
− | |128
| |
− | |4.7K
| |
− | |Custom (Photos / Manga)
| |
− | |[https://mega.nz/#!7io2gSQR!UB9u2k51daixTgC2H0LdOWzNlkDyIDHwxBX4BVY2J3k JPG (0-20%)]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1H4KQyhcknOoExjvDdsoxAgTBMO7JuJ3w/view FSDedither]
| |
− | |buildist (Jacob_)
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Photos/realistic images with dithering
| |
− | |55K
| |
− | |16
| |
− | |128
| |
− | |~20K
| |
− | |Flickr2K+DIV2K dithered with GIMP
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://buildism.net/files/4xFSDedither_Riven.pth FSDedither Riven]
| |
− | |buildist (Jacob_)
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Photos/realistic images with dithering
| |
− | |200K
| |
− | |24
| |
− | |128
| |
− | |~20K
| |
− | |Flickr2K+DIV2K with different types of dithering applied
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |-
| |
− | |[https://buildism.net/files/4xFSDedither_Riven_Smooth.pth FSDedither Riven Smooth]
| |
− | |buildist (Jacob_)
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Photos/realistic images with dithering
| |
− | |191K
| |
− | |24
| |
− | |128
| |
− | |~40K
| |
− | |Flickr2K+DIV2K with different types of dithering applied
| |
− | |4xFSDedither_Riven
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZlhTVXZdnHwYDPRY9FwsAenVEDf2BKFfjoy DeGif]
| |
− | |[[User:Nmkd|nmkd]]
| |
− | |2
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |GIF Frames
| |
− | |160K
| |
− | |1
| |
− | |192
| |
− | |1.8K
| |
− | |DIV2K Dithered + DIV2K Color Reduced
| |
− | |[https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1Hxaa-uoccLInScJA9FOzfjAZBHtA90-0/view?usp=sharing DitherDeleter32]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |32 bit dedithering
| |
− | |90K
| |
− | |4
| |
− | |64
| |
− | |800
| |
− | |Images from DIV2K
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1B20zbC1s66q5PYAQqg9j-8aVJiR2rwOv/view?usp=sharing DitherDeleter64]
| |
− | |[[User:Mutin Choler|Mutin Choler]]
| |
− | |1
| |
− | |[http://www.wtfpl.net/ WTFPL]
| |
− | |64 bit dedithering
| |
− | |70K
| |
− | |4
| |
− | |64
| |
− | |800
| |
− | |Images from DIV2K
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |}
| |
− | | |
− | Dithering is an older compression method, where the amount of colors gets reduced, if your image has few colors and havea noise
| |
− | like pattern in them try a De-Dither model. Ordered dithering is a less common form of dithering that results in distinctive
| |
− | checkerboard / crosshatch patterns, which are misinterpreted as texture by models not trained on it. It’s often used on GIFs
| |
− | because the pattern is stable between frames.
| |
− | | |
− | 4sFSDedither is made for photos/realistic images, but worth trying on other images that have reduced colors and dithering along
| |
− | with fine details. Trained using the ESRGAN-FS code for better details compared to plain ESRGAN.
| |
− | | |
− | 4xFSDedither_Riven is a remake of 4xFSDedither that is fine-tuned to upscale images from the game Riven, but should be better in
| |
− | general, particularly on ordered dithering. I adjusted the dataset to have a better variety of dithering parameters, and turned
| |
− | up the HFEN and pixel loss to get better details and color restoration with less noise. 4xFSDedither_Riven_Smooth adds images with
| |
− | nearest-neighbor downscaling to the dataset for a smoother (but possibly less detailed) result.
| |
− | | |
− | ====Banding====
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1GNguVMV4E5t_4dn23w6UMXVKN6Ff9XPt/view?usp=sharing N64clean]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Cleaning N64 textures
| |
− | |277k
| |
− | |20
| |
− | |48
| |
− | |4034 (not tiled)
| |
− | |CC0 Textures
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |}
| |
− | | |
− | Banding is like dithering, but instead of adding patterns of pixels to simulate missing colors, it just clips them off.
| |
− | | |
− | ====Color Removal / Grayscale====
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1UgxnymTfLaVhY3aaDuBRnTZ9ehckKVKJ Colorizer]
| |
− | |[[User:BlackScout|BlackScout]]
| |
− | |1
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Coloring B/W images
| |
− | |22k
| |
− | |1
| |
− | |128
| |
− | |4.5045k
| |
− | |Custom (800 Wallpapers)
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZpAGFXZARxWIu9Pp4YDLUSIN8I8aFuJ5TKV SpongeColor Lite]
| |
− | |Joey
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Coloring B/W images
| |
− | |55k
| |
− | |12
| |
− | |64
| |
− | |24.91k
| |
− | |Spongebob + DIV2K
| |
− | |None
| |
− | |}
| |
− | | |
− | Just removes all colors and makes the image grayscale, the models here should restore some color to them, should also work
| |
− | for old black and white images.
| |
− | | |
− | ===Over-Sharpening===
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://mega.nz/#!qRZD3SLL!RqP7cISIcoW5YakPya9CXEWSEHWqUSKdWLQSdYKGa14 DeSharpen]
| |
− | |loinne
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Oversharpened Images
| |
− | |310K
| |
− | |1
| |
− | |128
| |
− | |~3K
| |
− | |Custom (?)
| |
− | |Failed Attempts
| |
− | |}
| |
− | | |
− | The De-Sharpen model was made for rare particular cases when the image was destroyed by applying noise, i.e. game textures
| |
− | or any badly exported photos. If your image does not have any over-sharpening, it won’t hurt them, leaving as is. In theory,
| |
− | this model knows when to activate and when to skip, also can successfully remove artifacts if only some parts of the image
| |
− | are over-sharpened, for example in image consisting of several combined images, 1 of them with sharpen noise. It is made to
| |
− | remove sharpen noise, particularly made with Photoshop “sharpen” or “sharpen more” filters OR ImageMagick’s -sharpen directive
| |
− | with several varying parameters of Radius and Sigma, from subtle 0.3x0.5 to something extreme like 8x2, somewhere about that.
| |
− | | |
− | ===Aliasing===
| |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/open?id=11nMqVF9sUN2jRRagYc3wdWNX5acEy0MJ SS Anti Alias 9x]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc/4.0/ CC BY-NC 4.0]
| |
− | |Anti aliasing
| |
− | |125K~
| |
− | |12
| |
− | |32
| |
− | |4096
| |
− | |Custom (9x Supersampling AA)
| |
− | |none (no interpolation)
| |
− | |-
| |
− | |[https://de-next.owncube.com/index.php/s/mmYCcK4H3rQQR5Y Anti Aliasing]
| |
− | |[[User:Twittman|Twittman]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Images with pixelated edges
| |
− | |200K
| |
− | |1
| |
− | |128
| |
− | |0.656K
| |
− | |Custom (?)
| |
− | |none (no interpolation)
| |
− | |}
| |
− | | |
− | AntiAliasing is for smoothing jagged edges in images and textures.
| |
− | | |
− | ==Image Generation==
| |
− | | |
− | ===Texture Maps===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/1uksv1uyyZjQcU4567OrfU0w2NECcG8dY/view normal generator]
| |
− | |[[User:LyonHrt|LyonHrt]]
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Diffuse to Normal
| |
− | |215K
| |
− | |1
| |
− | |128
| |
− | |4.536K
| |
− | |Custom (?)
| |
− | |none (no interpolation)
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZEdNHXZ3bpVwUoge94d9igFWxbjQQrcbpny NormalMapGenerator-CX Lite]
| |
− | |Joey
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Generating normal maps from textures
| |
− | |200k
| |
− | |Varied
| |
− | |64
| |
− | |14.784K
| |
− | |CC0 textures/normals, randomly downscaled OTF (by 1, 2, and 4) to get more variation
| |
− | |DIV2K-Lite
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZecVzXZEO6fAyO6w25YDc43BkSVHRgFdOwX FrankenMapGenerator-CX Lite]
| |
− | |Joey
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Generating roughness and displacement maps
| |
− | |215k
| |
− | |Varied
| |
− | |64
| |
− | |14.784K
| |
− | |CC0 textures/normals, randomly downscaled OTF (by 1, 2, and 4) to get more variation
| |
− | |DIV2K-Lite
| |
− | |}
| |
− | | |
− | ===DeTooning===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | {{ModelDBColumns|Name|Author|Scale|License|Purpose|Iterations|Batch Size|HR Size|Dataset Size|Dataset|Pretrained Model}}
| |
− | |-
| |
− | |[https://drive.google.com/file/d/12vkDn35cuVnq2KYpkaA3XfCmk6zY_u4_/view?usp=sharing Double Detoon]
| |
− | |Joey
| |
− | |1
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |Detooning
| |
− | |100K
| |
− | |4
| |
− | |64
| |
− | |6.604K
| |
− | |Reddit Images run through [https://github.com/SystemErrorWang/White-box-Cartoonization White-box-Cartoonization]
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=XZbO5pXZTEQNLwBzQjQCo1g8havjhSHCCSsV Effeks Photoanime v2]
| |
− | |Rek
| |
− | |4
| |
− | |[https://www.gnu.org/licenses/gpl-3.0.en.html GNU GPLv3]
| |
− | |Photo stylization from JPEGs
| |
− | |150K
| |
− | |8
| |
− | |128
| |
− | |3.074K
| |
− | |Frames extracted and upscaled from Hausu (1977)
| |
− | |NMKD Yandere2
| |
− | |}
| |
− | | |
− | ==Pretrained models==
| |
− | | |
− | ===Generator===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | !Name!!Author!!Scale!!License!!Dataset Size!!Dataset!!Pretrained Model
| |
− | |-
| |
− | |[https://mega.nz/#!D940CAKR!-BAx7tSj1CgeopGkaMW31VuPsC3hvNBL35TEVAj4LIo 1xESRGAN]
| |
− | |[https://github.com/victorca25 victorca25]
| |
− | |1
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://mega.nz/#!vtgSWKQT!K7Asn2zKe4N70R2aV89KEMTKhH3aiyGAAiuQDJF09qs 2xESRGAN]
| |
− | |[https://github.com/victorca25 victorca25]
| |
− | |2
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://mega.nz/#!uhAVEaAA!qfwIQ44Ba3rXMAb2-M3aM3zFBCwzmyQ64IO_0O-csJE 4xESRGAN]
| |
− | |xinntao
| |
− | |4
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://mega.nz/#!6kwQiCCS!v2uN8R44vVrlzmSqffGaCnzgogkPhhl67myJbuG45SA 8xESRGAN]
| |
− | |[https://github.com/victorca25 victorca25]
| |
− | |8
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://mega.nz/#!btwEXAoI!nNxWI89OdQCEkcRoPEFwj6GoFN8uzZyZFaCn1wbhzKY 16xESRGAN]
| |
− | |[https://github.com/victorca25 victorca25]
| |
− | |16
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |-
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 1xPSNR]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |1
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |none
| |
− | |-
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 2xPSNR]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |2
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |none
| |
− | |-
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 4xPSNR]
| |
− | |xinntao
| |
− | |4
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |none
| |
− | |-
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 8xPSNR]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |8
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |none
| |
− | |-
| |
− | |[https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL 16xPSNR]
| |
− | |[[User:BlueAmulet|BlueAmulet]]
| |
− | |16
| |
− | |Apache License 2.0
| |
− | |65k
| |
− | |Combination of DIV2K, Flickr2K and GOPRO
| |
− | |none
| |
− | |-
| |
− | |}
| |
− | https://drive.google.com/drive/folders/1ldwajXL50uC7PCS63B4Wato6Dnk-svNL
| |
− | | |
− | These models were transformed from the original RRDB_ESRGAN_x4.pth model into the other scales,
| |
− | in order to be used as pretrained models for new models in those scales.
| |
− | | |
− | More information can be found [https://github.com/victorca25/BasicSR/wiki/Interpolation here].
| |
− | | |
− | ===Discriminator===
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | !Name!!Author!!Scale!!License!!Dataset Size!!Dataset!!Pretrained Model
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZkLGpXZLPOptIrA1fjXvFdIS0NpdzuWSfkk Pretrained Discriminator Pack]
| |
− | |Joey
| |
− | |1, 2, 4, 8
| |
− | |[https://creativecommons.org/licenses/by-nc-sa/4.0/ CC BY-NC-SA 4.0]
| |
− | |?
| |
− | |?
| |
− | |none
| |
− | |-
| |
− | |}
| |
− | | |
− | =SOFVSR ("vicGAN") Models=
| |
− | | |
− | ==Real World==
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | !Name!!Author!!Scale!!License!!Purpose!!Iterations!!Batch Size!!HR Size!!Dataset Size!!Dataset!!Architecture!!Num Frames!!Pretrained Model
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZojwLXZfeqA3Eoyv6SKXXt01AlSeuHH0WKX 4x_REDSVAL-7f-RRDB-Lite]
| |
− | |Joey
| |
− | |4
| |
− | |CC BY-NC-SA 4.0
| |
− | |Upscaling real-world video / Pretrained model for 7-frames RRDB
| |
− | |200k
| |
− | |Varied
| |
− | |128
| |
− | |3,000
| |
− | |REDS validation set
| |
− | |RRDB
| |
− | |7
| |
− | |none
| |
− | |-
| |
− | |}
| |
− | | |
− | ==Cartoons==
| |
− | | |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | !Name!!Author!!Scale!!License!!Purpose!!Iterations!!Batch Size!!HR Size!!Dataset Size!!Dataset!!Architecture!!Num Frames!!Pretrained Model
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=XZMmozXZjW4hHqJu7ikbQpyeqUItTh7QJO6k 3x_Video_TSSM]
| |
− | |Joey
| |
− | |3
| |
− | |CC BY-NC-SA 4.0
| |
− | |Upscaling cartoon DVDs
| |
− | |70k
| |
− | |16
| |
− | |192
| |
− | |125,436
| |
− | |The Spongebob Squarepants Movie
| |
− | |SOFVSR net
| |
− | |3
| |
− | |none
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=XZ2AERXZ9YpzzV4rRvySFiq3MsrTEYdEjtkV 3x_Video_TSSM_RRDB]
| |
− | |Joey
| |
− | |3
| |
− | |CC BY-NC-SA 4.0
| |
− | |Upscaling cartoon DVDs
| |
− | |80k
| |
− | |6
| |
− | |192
| |
− | |125,436
| |
− | |The Spongebob Squarepants Movie
| |
− | |RRDB
| |
− | |3
| |
− | |none
| |
− | |-
| |
− | |[https://u.pcloud.link/publink/show?code=kZ5QKLXZ5mPYmsGpGU75DLNII9AOlYQNqMjk 2x_SBS11-RRDB]
| |
− | |Joey
| |
− | |2
| |
− | |CC BY-NC-SA 4.0
| |
− | |Upscaling cartoon DVDs with bad haloing and noise
| |
− | |111k
| |
− | |6
| |
− | |128
| |
− | |126,956
| |
− | |Every 6 frames from every episode of Spongebob Season 11 (DVD and HD). DVD was resized with Spline36 to 540p. LR also got extra OTF JPEG (1/4 chance) and sharpening (15% chance)
| |
− | |RRDB
| |
− | |3
| |
− | |none
| |
− | |-
| |
− | |}
| |
− | | |
− | ==Pretrained models==
| |
− | | |
− | {| class="wikitable sortable"
| |
− | |-
| |
− | !Name!!Author!!Scale!!License!!Purpose!!Iterations!!Batch Size!!HR Size!!Dataset Size!!Dataset!!Architecture!!Num Frames!!Pretrained Model
| |
− | |-
| |
− | |[https://mega.nz/file/28JmyLrK#xhRP-EZKR7Vg7UjIRZQqotiFLix21JaGGLSvZq7cjt4 video_G]
| |
− | |Victorca25
| |
− | |4
| |
− | |?
| |
− | |Pretrained model for regular SOFVSR models
| |
− | |?
| |
− | |32
| |
− | |32
| |
− | |REDS' size
| |
− | |REDS
| |
− | |SOFVSR net
| |
− | |3
| |
− | |none
| |
− | |-
| |
− | |[https://mega.nz/file/TwwEWD7Q#wCfUvVudI17weYc1JLeM3nTeK2xiMlVdc_JN1Nov3ac VESRGAN_G]
| |
− | |Victorca25
| |
− | |4
| |
− | |?
| |
− | |Pretrained model for RRDB SOFVSR models
| |
− | |?
| |
− | |32
| |
− | |32
| |
− | |REDS' size
| |
− | |REDS
| |
− | |RRDB
| |
− | |3
| |
− | |none
| |
− | |-
| |
− | |}
| |