vs-basicvsr

[ReinerSchweinlin]

Thanx for mentioning, good news Did you by chance already put it into hybrid? Haven´t got much time lately, I remember you had a "big" version of hybrid, containing a lot of upscaling filters and additions. If so, I´d be happy to try it out and benchmark to add some numbers to you above test.

[Selur]

Did not add it to Hybrids torchAddon and atm. I'm not planning to add it since it's like 20% slower on my machine.

[AIisCool]

Has anyone found the super resolution of BasicVSR++ to cause strange effects on certain video?

Before:


After:



It doesn't matter which I use, REDS, Vimeo-90K (BI), Vimeo-90K (BD), or even the NTIRE 2021 Video Super-Resolution, it creates harsh lines and distortions on this part of the video, and oddly only this part.

[markanini]

How do I modify the google colab to use my video?

[Selur]

@AIisCool: got a short sample of the source, so others can try to reproduce this?
@markanini: sorry, no clue, since I'm not using the colab thing.

[gmail123]

The order in which I installed BasicVSR++:
1、I have installed：Anaconda3-2022.10-Windows-x86_64、cuda_11.6.0_511.23_windows、python-3.10.8-amd64、VapourSynth64-R59
2、PyTorch:

conda create -n PyTorch python=3.10

https://pytorch.org/get-started/locally/

conda install pytorch torchvision torchaudio pytorch-cuda=11.6 -c pytorch -c nvidia

3、INSTALLING NUMPY

conda create -n my-env

conda activate my-env

4、mmcv-full ：

pip install -U openmim

mim install mmcv-full

but：
5、pip install --upgrade vsbasicvsrpp

python -m vsbasicvsrpp

worng:https://imgloc.com/i/DQKrp

[gmail123]

Where is the installation error?
How to install it correctly?
THX

[poisondeathray]

No module named "vapoursynth" suggests vapoursynth is not installed. I'm guessing it might be an issue with anaconda

[poisondeathray]

Anyone try RealBasicVSR yet? It seems to produce oversmooth ,blurry, reduced detail results .

VRT SR is temporal and slightly higher metrics than basicvsr++ in the papers . In my short tests, it produces similar results to basicvsr++, but significantly slower than basicvsr++ . The provided pretrained models were trained on similar sets, and you get similar artifacts under similar conditions

There is a new one RVRT, but I can't get it to run

[Selur]

Haven't tried RealBasicVSR, will look at it once it can be used through Vapoursynth.
btw. I just saw https://github.com/HolyWu/vs-femasr (https://github.com/chaofengc/FeMaSR), but haven't played around with it so far.

Cu Selur

[gmail123]

Originally Posted by poisondeathray

No module named "vapoursynth" suggests vapoursynth is not installed. I'm guessing it might be an issue with anaconda

But i have installed vapoursynth, and i can use vapoursynth

[poisondeathray]

Originally Posted by gmail123

But i have installed vapoursynth, and i can use vapoursynth

Can you run vapoursynth in the anaconda environment ? I remember some people had problems before.

[Selur]

Did a quick test of vs-femasr and in general the results seem nice, but atm. it does create some strange highlights.

Also TensorRT support does not work fo rme: https://github.com/HolyWu/vs-femasr/issues/2

Suzi:


Cu Selur

[Selur]

https://github.com/raywzy/Bringing-O...s-Back-to-Life looks interesting.

[gmail123]

Originally Posted by Selur

Thanks to HolyWu I got vs-basicvsrpp working using:

python -m pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.11/index.html
python -m pip install tqdm
python -m pip install opencv-python
python -m pip install --upgrade vsbasicvsrpp
python -m vsbasicvsrpp

Cu Selur

I ran the same command, but it failed.
Can you explain what software and operating environment has been installed?
Thank you very much!

[Selur]

I don't really get the question. But maybe reading [INFO] Portable Vapoursynth (Windows) with pytorch&co helps, those are the steps I used back then to set up my portable Vapoursynth.
I can also send you a link (via pm) to a download of my latest portable Vapoursynth that I use in Hybrid, if that would help.

Cu Selur

[gmail123]

Originally Posted by Selur

I don't really get the question. But maybe reading [INFO] Portable Vapoursynth (Windows) with pytorch&co helps, those are the steps I used back then to set up my portable Vapoursynth.
I can also send you a link (via pm) to a download of my latest portable Vapoursynth that I use in Hybrid, if that would help.

Cu Selur

I will try it.I've PM you. thanks a lot

[gmail123]

@Selur Special thanks to you! I have successfully installed vs-basicvsrpp.
Test video resolution: 2064*1416, 3070, 0.84 fps

script:
from vsbasicvsrpp import BasicVSRPP
ret = core.resize.Bicubic(ret, format=vs.RGBS, matrix_in_s="470bg", range_s="limited")
ret = BasicVSRPP(ret,model=3,fp16=True,tile_x=360,tile_y=480)
ret = core.resize.Bicubic(ret, format=vs.YUV420P12, matrix_s="470bg", range_s="limited")
Can it be optimized?

[Selur]

Can it be optimized?

For speed, probably not. (aside from a hardware upgrade, or maybe lower the interval, but that will also influence the processing strength)

Cu
Selur

[kedautinh12]

Yeah, you're right, Cuda plugins very slow now

Cu
Kedautinh12