A consolidation of various compiled open-source AI image/video upscaling product for a working CLI friendly image and video upscaling program.
License: BSD 3-Clause "New" or "Revised" License
I'm a multirole (as in frontend, backend, database management, administrative, R&D management and researches, etc) individual contributor primarily working for software industry (core) and archicultural industry. Please feel free to explore at my software collections here: https://github.com/ChewKeanHo
Cheers & let's get connected!
I'm safe to claim that I'm very proficient in the following technologies:
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Find out how the repository works on macOS system.
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sketches of the user interface, etc).
repo is updated.
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Mac environment not tested.
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enhance below. Please include the story behind your idea as well to give a
better visualization of your idea.
It seems the project has a very good response that it's worth investing resources into Tencent's NCNN project (Tencent/ncnn#1548). It's time to work on the C codes and replace the exisitng ones. This will also solve the FFMPEG dependency once and for all as well.
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and helpful pointers are your expected interface (e.g. command patterns,
simple sketches of the user interface, etc).
Upscaler is a single binary program with all the previous written shell scripts implemented, including ffmpeg capabilities.
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Ducktaping ffmpeg and Tencent's NCNN with shell scripts.
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add into the existing repository below. Please include the story behind your
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Upscayl's team uploaded a new "HFA2K" model. Hence, let's patch it here.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
Upscayl's HFA2K model is available.
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Upscayl's HFA2K model is unavailable.
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.\start.cmd -model xintao-realesrgan-x4plus-anime -format png -scale 4 -input o3410.dds.png -output o3410.dds.xrxa.png
Upscaled image gets saved as "o3410.dds.xrxa.png".
Upscaled image gets saved as "o3410.dds-upscaled.png".
Obviously this is bad if you want to batch upscale the same image using different models, and every time it writes to the same file.
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Windows environment is too risky to operate with an unsigned binaries and scripts. Manual GPG verification is out of the list because it's complicated and will require one more dependency.
Need to explore features like:
sudo apt-get install osslsigncode
osslsigncode sign -pkcs12 "/mnt/c/path/to/certificate.p12" -pass "certificate password" -n "My Application Name" -i "https://www.mywebsite.com" -t "http://timestamp.comodoca.com/authenticode" -in "/mnt/c/path/to/executable.exe" -out "/mnt/c/path/to/executable.exe"
And find out any good source of trusted certificate (instead of paying MYR1200 per 3-year cert).
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sketches of the user interface, etc).
Windows binary and script is signed and trusted by default.
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Windows binary is currently unsigned. It blocks PowerShell executions.
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below.
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Let's get the business part of things up at least for me and Joly0. Jean and Cory stated they do not wish to participate.
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README.md
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Each maintainer has a "sponsor" button next to their listing, allowing the public to sponsor him/her.
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no sponor button is available for any maintainer.
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Apparently, somewhere along the road, the powerSHELL permission got removed from the start.cmd file. We have to restore it back.
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start.cmd can run without permission denial. Reference: https://superuser.com/questions/106360/how-to-enable-execution-of-powershell-scripts
powershell.exe -noprofile -executionpolicy bypass -file .\script.ps1
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Permission denied. Have to manually add that -executionpolicy bypass into start.cmd.
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sources.zip version v0.6.0.tests\benchmark.cmd.Please drag and drop the necessary data files (e.g. screenshot, logs, etc)
below.
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may include sub-questions with "if cases" to communicate more effectively
instead of many 'ping-pong' passing.
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Please list out all your research artifacts that you did (e.g. link, blog post,
documentations, and etc) for us to gauge your context and current efforts. We
may not reply and will close the ticket with perjuidice if this section remains
empty and unconvincing.
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As titled.
As titled.
I'm just joining in the fun.
No response
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl's team recently trained another REALESRGAN WDN v3 models. Let's add it in.
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Upscayl's team's REALESRGAN WDN v3 models is available.
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Upscayl's team's REALESRGAN WDN v3 model is unavailable.
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Support German language as an actual testing.
German langauge is fully tested and deployed.
German language is unsupported.
No response
@hollowaykeanho , 你都支持德语了（https://github.com/hollowaykeanho/Upscaler/issues/73），本身是华人，得支持我们的繁体中文吧！
zh-hant 简体中文语言可用。
zh-hant 完全没反应。
No response
Hey, just wanted to let you know, that i am working on the windows part of this. I havent forked the project yet, but will do once i am finished.
So far everything seems to be working, though starting powershell from the batch file with the arguments and everything correct gave me some headache, aswell as some other things. But i am quite sure, i will be done soon and hopefully have everything working by then.
But i wanted to know 2 things:
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To test the binaries are working across platforms, it's best I add 1 video and 1 image samples for quick testing.
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sketches of the user interface, etc).
1 image sample and 1 video sample are always available for self-testing or benchmarking.
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no test samples are available.
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Provides multi-lingual support.
EN and DE (German) are supported.
EN is supported.
No response
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enhance below. Please include the story behind your idea as well to give a
better visualization of your idea.
Wait for me to complete my run. TQ.
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simple sketches of the user interface, etc).
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enhance below. Please include the story behind your idea as well to give a
better visualization of your idea.
Joly0 came out with a good idea to auto-resolve ffmpeg dependency so that Windows user can use the software seamlessly.
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simple sketches of the user interface, etc).
Some command that auto resolve the dependency.
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User has to manually resolve the dependency.
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How can I get rid of the Error selecting an encoder error?
I'm trying to upscale an mp4 video, but keep getting an FFmpeg related error. Both FFmpeg and FFprobe are installed on my machine (Ubuntu). I have a 1080 graphics card. The workspace directory does get made, but the frames subdirectory is always empty.
I obviously checked the docs here for a solution and couldn't find one. Then I went to Google, where I found some articles related to FFmpeg, but they all seemed to be for slightly different configurations. I saw a comment about having to install zlib1g-dev, but after doing this I get the same error.
Note that the error does not terminate the script. It happily continues "generating frames" that don't seem to actually exist (so I'm also wondering why it says [SUCCESS].
This is my script:
#!/bin/sh
[...]/upscaler-v0.7.0/upscaler/start.cmd \
--model upscayl-ultrasharp \
--scale 4 \
--format png \
--input ./test.mp4 \
--videoThis is my log:
[ INFO ]
Upscale Model : upscayl-ultrasharp
Upscale Scale : 4
Model Max Scale : unspecified
Upscale Format : png
Input File : ./test.mp4
Is Video Input : Yes
Output Directory : .
Output Filename : test
Output Suffix : upscaled
Output Extension : mp4
[ INFO ] Creating workspace...
[ INFO ]
Video Name : test.mp4
Video Codec : vp9
Audio Codec : opus
Pixel Format : (empty means yet to determine)
Input Frame : 640x480
Output Frame : (empty means yet to determine)
Frame Rate : 25/1
90000/1
Total Frames : 27532
Current Frame : 0
[ INFO ] Upscaling frame 0/27532...
ffmpeg version N-110223-gb18a9c2971 Copyright (c) 2000-2023 the FFmpeg developers
built with gcc 11 (Ubuntu 11.3.0-1ubuntu1~22.04)
configuration: --enable-nonfree --enable-cuda-nvcc --enable-libnpp --extra-cflags=-I/usr/local/cuda/include --extra-ldflags=-L/usr/local/cuda/lib64
libavutil 58. 6.100 / 58. 6.100
libavcodec 60. 9.100 / 60. 9.100
libavformat 60. 4.101 / 60. 4.101
libavdevice 60. 2.100 / 60. 2.100
libavfilter 9. 5.100 / 9. 5.100
libswscale 7. 2.100 / 7. 2.100
libswresample 4. 11.100 / 4. 11.100
[mov,mp4,m4a,3gp,3g2,mj2 @ 0x55741957d180] stream 0, timescale not set
[mov,mp4,m4a,3gp,3g2,mj2 @ 0x55741957d180] Could not find codec parameters for stream 2 (Video: png, none): unspecified size
Consider increasing the value for the 'analyzeduration' (0) and 'probesize' (5000000) options
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from './test.mp4':
Metadata:
major_brand : isom
minor_version : 512
compatible_brands: isomiso2mp41
title : Title
artist : Artist
date : 20220216
encoder : Lavf60.18.100
comment : comment
Duration: 00:18:21.32, start: 0.000000, bitrate: 293 kb/s
Stream #0:0[0x1](eng): Video: vp9 (Profile 0) (vp09 / 0x39307076), yuv420p(tv, bt709), 640x480, 186 kb/s, SAR 1:1 DAR 4:3, 25 fps, 25 tbr, 16k tbn (default)
Metadata:
handler_name : VideoHandler
vendor_id : [0][0][0][0]
Stream #0:1[0x2](nld): Audio: opus (Opus / 0x7375704F), 48000 Hz, stereo, fltp, 100 kb/s (default)
Metadata:
handler_name : SoundHandler
vendor_id : [0][0][0][0]
Stream #0:2[0x0]: Video: png, none, 90k tbr, 90k tbn (attached pic)
[vost#0:0 @ 0x557419593200] Automatic encoder selection failed Default encoder for format image2 (codec png) is probably disabled. Please choose an encoder manually.
[vost#0:0 @ 0x557419593200] Error selecting an encoder
[0 NVIDIA GeForce GTX 1080] queueC=2[8] queueG=0[16] queueT=1[2]
[0 NVIDIA GeForce GTX 1080] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[0 NVIDIA GeForce GTX 1080] fp16-p/s/a=1/1/0 int8-p/s/a=1/1/1
[0 NVIDIA GeForce GTX 1080] subgroup=32 basic=1 vote=1 ballot=1 shuffle=1
[1 llvmpipe (LLVM 15.0.7, 256 bits)] queueC=0[1] queueG=0[1] queueT=0[1]
[1 llvmpipe (LLVM 15.0.7, 256 bits)] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[1 llvmpipe (LLVM 15.0.7, 256 bits)] fp16-p/s/a=1/1/1 int8-p/s/a=1/1/1
[1 llvmpipe (LLVM 15.0.7, 256 bits)] subgroup=8 basic=1 vote=1 ballot=1 shuffle=1
decode image ./test-upscaled_workspace/sample.png failed
./test-upscaled_workspace/frames/00.png: No such file or directory
./test-upscaled_workspace/frames/00.png: No such file or directory
rm: cannot remove './test-upscaled_workspace/sample.png': No such file or directory
[ SUCCESS ] frame 0/27532 upscaled.
used in colab, GPU: tesla t4
Really appreciate someone putting some effort into a CLI version for this. I would love to work on some PRs myself but I just don't have the time right now.
So at least I would like to point out that there's some issues with saving the output image, as by default with param --input image.jpg I would get an error for it tries to save to image.jpg/image-upscaled.jpg (which is clearly not what's expected). Specifying --output per se does not solve the issue but I found that --input ./image.jpg --output ./image-upscaled.jpg (and probably omitting output too) works around the issue. Though it does seem to ignore the --output param completely.
More importantly though:
I get this.
Input is:
upscaler \
--model upscayl-ultrasharp \
--scale 2 \
--input ./111044966_p0_master1200-wm_rm.jpg \
--output ./111044966_p0_master1200-wm_rm-2x.jpg
I would love for this to work properly so I could implement it in my dotfiles to auto upscale wallpapers so I could keep them in a more reasonable format until needed. Maybe it's the model? I'll try different ones now.
Also sorry for making this all a single issue. Maybe I should have made two.
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enhance below. Please include the story behind your idea as well to give a
better visualization of your idea.
Basically to speed things up.
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and helpful pointers are your expected interface (e.g. command patterns,
simple sketches of the user interface, etc).
Upscaler can work a lot faster via work.
Please specify the current behavior (e.g. workaround, blockage, etc).
Upscaler only work on 1 frame at a time.
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below.
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl's team compiled a new set of executable binaries with bug fixes. Thanks to them, we can port it in here so that folks can also use it.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
New executables are patched.
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executable are missing.
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below.
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl's team released a new NMKD Superscale SP 178000 G Model. Hence, let's add it in.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
upscayl-nmkd-superscale-sd-178000-g model is available
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upscayl-nmkd-superscale-sd-178000-g model is unavailable
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below.
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
The repo is too fat due to the git history of binary blobs. You need a zip packaging CI to do the job.
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sketches of the user interface, etc).
User just have to download the zip package and operate as usual. Basically, the .git directory is removed. Moreover, you can gpg-sign the package for integrity checking.
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User is forced to download the entire git repository making it entirely difficult to use.
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add into the existing repository below. Please include the story behind your
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Upscayl's upstream uploaded a new 4x_NMKD-Siax_200k model. Let's upstream it.
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Upscayl's 4x_NMKD-Siax_200k model is available.
Please specify the current behavior (e.g. workaround, blockage, etc).
Upscayl's 4x_NMKD-Siax_200k model is unavailable.
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Dear friend, I followed your instructions and after configuring the system environment variables, when running start.cmd, the following error message appeared. I don’t know how to solve it. Please provide help. Thank you!
.................................................
C:\AI视频放大\upscaler main\main>start.cmd
C:\AI视频放大\upscaler main\main>echo # 1>nul & GOTO WINDOWS & rem#
Get-Help : 找不到接受实际参数“main\main\init\windows.ps1”的位置形式参数。
所在位置 行:1 字符: 1
+ Get-Help C:\AI视频放大\upscaler main\main\init\windows.ps1
+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+ CategoryInfo : InvalidArgument: (:) [Get-Help]，ParameterBindingException
+ FullyQualifiedErrorId : PositionalParameterNotFound,Microsoft.PowerShell.Commands.GetHelpCommand
Available Models:
upscayl-hfa2k
upscayl-lsdir-4x-compact-c3
upscayl-lsdir-4x-plus-c
upscayl-lsdir
upscayl-nmkd-4x-siax-200k
upscayl-nmkd-4x-superscale-sd-178000-g
upscayl-nomos-4x-8k-sc
upscayl-realesrgan-x4-general-wdn-v3
upscayl-realesrgan-x4plus-anime
upscayl-realesrgan-x4plus-v3
upscayl-realesrgan-x4plus
upscayl-remacri
upscayl-ultramix_balanced
upscayl-ultrasharp-v2
upscayl-ultrasharp
upscayl-uniscale-restore
xintao-realesr-animevideo-x2-v3
xintao-realesr-animevideo-x3-v3
xintao-realesr-animevideo-x4-v3
xintao-realesrgan-x4plus-anime
xintao-realesrgan-x4plus
Please provide a short description of what feature you're looking forward to
add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl team recently added a "LSDIR" model. Hence, let's patch from upstream.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
Upscayl's "LSDIR" model is available.
Please specify the current behavior (e.g. workaround, blockage, etc).
Upscayl's "LSDIR" model is unavailable.
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@hollowaykeanho , 你都支持德语了（https://github.com/hollowaykeanho/Upscaler/issues/73），本身是华人，得支持我们的简体中文吧！
zh-hans 简体中文语言可用。
zh-hans完全没反应。
No response
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl's team made 4xLSDIRplusC model available. Hence, let's patch it.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
Upscayl's team's 4xLSDIRplusC model is available.
Please specify the current behavior (e.g. workaround, blockage, etc).
Upscayl's team's 4xLSDIRplusC model is unavailable.
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below.
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add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl team recently uploaded their own "4xNomos8kSC" model. Hence, let's port the upstream update in.
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helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
Upscayl team's "4xNomos8kSC" model is available.
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Upscayl team's "4xNomos8kSC" model is unavailable.
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Tal como el título.
Como dice el título.
Como dice el título.
No response
Please provide a short description of what you have encountered below.
On a plain Windows startup, one has to install VC C++ dependency in order to use the Upscaler. This is not documented as no one experience this beforehand.
Please specify the expected behavior of your usage below.
The VC C++ dependency is documented.
Please specify the current behavior of software below.
VC C++ dependency is not documented.
Please specify all the steps required to re-produce the problem.
tests/benchmark.cmd. An error occured stating MSVCP110D.dll or something from the package is missing.Please drag and drop the necessary data files (e.g. screenshot, logs, etc)
below.
Hello, my friend
I encountered a problem while using Upscaler and sought help. I sent you an email but didn't see your reply! The specific issues are as follows:
I have downloaded the latest version of Upscaler 0.7 and also configured the environment variables for the OS system. I have installed the C++runtime library support and video processing plugins, but an error occurred when running start.cmd (as shown in the picture below). At the same time, I searched for the ini \ windows.ps1 file but couldn't find the problem. Please follow my path and optimize how to write the start.cmd and run.bat files.
Thank you.
Waiting for your reply message online!
The storage path for resource files is as follows: D: \ AI Upscaler \ upscaler main \ main
Hello, my friend
I encountered a problem while using Upscaler and sought help. I sent you an email but didn't see your reply! The specific issues are as follows:
I have downloaded the latest version of Upscaler 0.7 and also configured the environment variables for the OS system. I have installed the C++runtime library support and video processing plugins, but an error occurred when running start.cmd (as shown in the picture below). At the same time, I searched for the ini \ windows.ps1 file but couldn't find the problem. Please follow my path and optimize how to write the start.cmd and run.bat files.
Thank you.
Waiting for your reply message online!
The storage path for resource files is as follows: D: \ AI Upscaler \ upscaler main \ main
Please provide a short description of what feature you're looking forward to
add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl team released an uniscale-restore AI model at their custom-models repository located at https://github.com/upscayl/custom-models/tree/main/models with compatible license. Let's port it in.
Please specify the expected behavior of your requested feature. Some great and
helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
uniscale-restore AI model is available for use.
Please specify the current behavior (e.g. workaround, blockage, etc).
uniscale-restore AI model is not available.
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below.
Titled.
Swedish native language is available. =)
Swedish language is missing. =x
No response
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enhance below. Please include the story behind your idea as well to give a
better visualization of your idea.
Since we are not using audio codec, we should remove it for precise processing performance.
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and helpful pointers are your expected interface (e.g. command patterns,
simple sketches of the user interface, etc).
audio codec processing is removed.
Please specify the current behavior (e.g. workaround, blockage, etc).
audio codec processing is still there.
Please drag and drop the necessary data files (e.g. screenshot, logs, etc)
below.
Please provide a short description of what feature you're looking forward to
add into the existing repository below. Please include the story behind your
idea as well to give a better visualization of your idea.
Upscayl's team added 4xLSDIRCompactC3 model. Hence, let's patch it from the upstream.
Please specify the expected behavior of your requested feature. Some great and
helpful pointers are your expected interface (e.g. command patterns, simple
sketches of the user interface, etc).
Upscayl team's 4xLSDIRCompactC3 is available.
Please specify the current behavior (e.g. workaround, blockage, etc).
Upscayl team's 4xLSDIRCompactC3 is unavailable.
Please drag and drop the necessary data files (e.g. screenshot, logs, etc)
below.
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.