Maua-stylegan2 Alternatives
Similar projects and alternatives to maua-stylegan2
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stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch (by rosinality)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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stylegan2-surgery
StyleGAN2 fork with scripts and convenience modifications for creative media synthesis
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better maua-stylegan2 alternative or higher similarity.
maua-stylegan2 reviews and mentions
Posts with mentions or reviews of maua-stylegan2.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-04.
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I'm stumped with installing PyTorch.
Originally I wanted to run https://github.com/JCBrouwer/maua-stylegan2. I was trying to run the convert_weight.py but it resulted in shape mismatch errors in torch torch.Size([1, 512, 4, 4]) vs torch.Size([1]), so I tried the version here https://github.com/rosinality/stylegan2-pytorch/blob/master/convert_weight.py and the result was the same.
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Pretrained 1792x1024 StyleGAN2 model
You don't even need to really do model surgery. All the convolutions will accept arbitrary dimensions. You can just use network bending padding operations to get any output size you like Vadim Epstein's repo does something slightly different which let's you even use different latents per section: https://github.com/eps696/stylegan2ada Or mine which has the simpler, single latent version https://github.com/JCBrouwer/maua-stylegan2 Or for training, then all you have to do is change the size of your constant layer Or just graft on some more upsamples Either way though, there's not too much point to training at weird rectangular resolutions. You'll get pretty much identical results by just forcefully resizing to a square and then stretching the generated versions back out to square Unless you've got a ridiculous amount of VRAM, larger models don't really make too much sense either. Especially because it'll be hard to find 10k images at such a big resolution
Stats
Basic maua-stylegan2 repo stats
2
179
0.0
almost 3 years ago
JCBrouwer/maua-stylegan2 is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of maua-stylegan2 is Python.
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