gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs (by lucidrains)
stylegan-t
[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis (by autonomousvision)
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| gigagan-pytorch | stylegan-t | |
|---|---|---|
| 4 | 5 | |
| 1,571 | 1,124 | |
| - | 0.8% | |
| 8.8 | 1.1 | |
| 6 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
gigagan-pytorch
Posts with mentions or reviews of gigagan-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-09.
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Why did Stability not copy Midjourney's RLHF process? And what's the future of Stable Diffusion?
My hope these days is that newer (not actually new but you get the point) techniques like StyleGAN and GigaGAN may give the open source generative ai community a fresh boost going forward. We'll see how well those projects can be optimized for consumer-grade hardware.
- The company behind Stable Diffusion appears to be at risk of going under
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GigaGAN: Large-scale GAN for Text-to-Image Synthesis
https://github.com/lucidrains/gigagan-pytorch seems there are some implements lol
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These madlads have actually done it
Found this? https://github.com/lucidrains/gigagan-pytorch
stylegan-t
Posts with mentions or reviews of stylegan-t.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-09.
-
Why did Stability not copy Midjourney's RLHF process? And what's the future of Stable Diffusion?
My hope these days is that newer (not actually new but you get the point) techniques like StyleGAN and GigaGAN may give the open source generative ai community a fresh boost going forward. We'll see how well those projects can be optimized for consumer-grade hardware.
-
NVIDIA’s New AI: Wow, 30X Faster Than Stable Diffusion! … but could we do this kind of refining in SD, see comment
it says "coming soon" https://github.com/autonomousvision/stylegan-t
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Nvidia’s New StyleGAN-T Is 30X Faster Than Stable Diffusion
Release aimed for the "end of March"
https://github.com/autonomousvision/stylegan-t/issues/3
- unlocking the power of GANs for fast large-scale text-to-image synthesis | STYLEGAN-T
- StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
What are some alternatives?
When comparing gigagan-pytorch and stylegan-t you can also consider the following projects:
lightweight-gan - Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
trlx - A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement