alias-free-gan VS alias-free-gan-pytorch

Compare alias-free-gan vs alias-free-gan-pytorch and see what are their differences.

alias-free-gan

Alias-Free GAN project website and code (by NVlabs)
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alias-free-gan-pytorch

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch (by rosinality)
alias-free-gan Stylegan2 Gan
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alias-free-gan alias-free-gan-pytorch
3 5
1,317 507
-0.2% -
1.8 0.0
over 2 years ago about 2 years ago
Python
- GNU General Public License v3.0 or later
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alias-free-gan

Posts with mentions or reviews of alias-free-gan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-30.
  • When is the alias-free GAN code going to be released?
    3 projects | /r/nvidia | 30 Sep 2021
  • Anime Alias-Free GAN Interpolation
    2 projects | /r/artificial | 20 Aug 2021
    Curious how you managed to make this since the code hasn't been released yet https://github.com/NVlabs/alias-free-gan Did you write it from the research paper, if so do you have a github link?
  • Alias-Free GAN
    5 projects | news.ycombinator.com | 23 Jun 2021
    This isn't true. I do ML every day. You are mistaken.

    I click the website. I search "model". I see two results. Oh no, that means no download link to model.

    I go to the github. Maybe model download link is there. I see zero code: https://github.com/NVlabs/alias-free-gan

    zero code. Zero model.

    You, and everyone like you, who are gushing with praise and hypnotized by pretty images and a nice-looking pdf, are doing damage by saying that this is correct and normal.

    The thing that's useful to me, first and foremost, is a model. Code alone isn't useful.

    Code, however, is the recipe to create the model. It might take 400 hours on a V100, and it might not actually result in the model being created, but it slightly helps me.

    There is no code here.

    Do you think that the pdf is helpful? Yeah, maybe. But I'm starting to suspect that the pdf is in fact a tech demo for nVidia, not a scientific contribution whose purpose is to be helpful to people like me.

    Okay? Model first. Code second. Paper third.

    Every time a tech demo like this comes out, I'd like you to check that those things exist, in that order. If it doesn't, it's not reproducible science. It's a tech demo.

    I need to write something about this somewhere, because a large number of people seem to be caught in this spell. You're definitely not alone, and I'm sorry for sounding like I was singling you out. I just loaded up the comment section, saw your comment, thought "Oh, awesome!" clicked through, and went "Oh no..."

alias-free-gan-pytorch

Posts with mentions or reviews of alias-free-gan-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-30.

What are some alternatives?

When comparing alias-free-gan and alias-free-gan-pytorch you can also consider the following projects:

NVAE - The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

stylegan-waifu-generator - Generate your waifu with styleGAN, stylegan老婆生成器

StyleCLIP - Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

tensor2tensor - Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

compare_gan - Compare GAN code.

ilo - [ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

alias-free-gan - Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options.

PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

alias-free-gan vs NVAE alias-free-gan-pytorch vs stylegan-waifu-generator alias-free-gan vs StyleCLIP alias-free-gan-pytorch vs anycost-gan alias-free-gan vs tensor2tensor alias-free-gan-pytorch vs pytorch-CycleGAN-and-pix2pix alias-free-gan vs compare_gan alias-free-gan-pytorch vs ilo alias-free-gan vs alias-free-gan alias-free-gan-pytorch vs PaddleGAN alias-free-gan-pytorch vs alias-free-gan