vision-aided-gan
Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral) (by nupurkmr9)
projected-gan
[NeurIPS'21] Projected GANs Converge Faster (by autonomousvision)
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| vision-aided-gan | projected-gan | |
|---|---|---|
| 3 | 8 | |
| 356 | 819 | |
| - | 0.0% | |
| 2.2 | 0.0 | |
| 9 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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.
vision-aided-gan
Posts with mentions or reviews of vision-aided-gan.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-16.
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[D] Is the GAN architecture currently old-fashioned?
If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.
projected-gan
Posts with mentions or reviews of projected-gan.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-16.
-
[D] Is the GAN architecture currently old-fashioned?
If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.
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Generated deep space objects
Made with two ml algorithms, one that generates a tiny 256x256 'base' image, and another that upscales it. Both of them have been trained on a astrophotography-based dataset, but the model architecture are open sourced from Projected-Gan and Real-ESRGAN respectively.
- Pokemon GAN
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Have image generation project idea, need tool pointers though
Projected GANs are maybe the currently best model for small datasets. You could also check out StyleGAN 2 ada. https://github.com/autonomousvision/projected_gan
What are some alternatives?
When comparing vision-aided-gan and projected-gan you can also consider the following projects:
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
taming-transformers - Taming Transformers for High-Resolution Image Synthesis