SDMetrics
Metrics to evaluate quality and efficacy of synthetic datasets. (by sdv-dev)
StyleFlow
StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021) (by RameenAbdal)
| SDMetrics | StyleFlow | |
|---|---|---|
| 2 | 6 | |
| 192 | 2,389 | |
| 2.6% | - | |
| 8.9 | 0.0 | |
| 8 days ago | about 1 year ago | |
| Python | Python | |
| 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.
SDMetrics
Posts with mentions or reviews of SDMetrics.
We have used some of these posts to build our list of alternatives
and similar projects.
StyleFlow
Posts with mentions or reviews of StyleFlow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-06.
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StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
Github: https://github.com/RameenAbdal/StyleFlow
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Laptop Nvidia GPU suddenly started overheating, but only in some applications. Possible causes?
I also recently installed NVIDIA's CUDA toolkit and cuDNN as I tried to get a tool from a scientific paper on neural networks to work (StyleFlow (GitHub)). That succeeded and after launching the tool for the first time and using it for ~30s, my laptop suddenly turned itself off. I didn't think much of it at the time since the code was tested on desktop PCs running Linux with more potent GPUs, not my Windows 10 mobile-GPU laptop. Around this point, I also upgraded my NVIDIA driver to 496.13 (I can't remember if that was before or after using StyleFlow).
- [P] Suggest a Conditional GAN for a project?
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What the heck do I do if I took some really great photos, but their face just.. does not work at all.
Learn to use some magic? https://rameenabdal.github.io/StyleFlow/
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The exponential improvement of "StyleFlow" over "StyleGAN2". Aging and other modifications off the chart. This new computing derived AI is proprietary and was released exclusively to "Two Minute Papers"
This isn't proprietary anymore. It was opensourced like a month ago.
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Super new addition to GANs
Their repository includes a readme with instructions to clone and deploy the Docker image which contains the application.
What are some alternatives?
When comparing SDMetrics and StyleFlow you can also consider the following projects:
stylegan2-ada-pytorch - StyleGAN2-ADA - Official PyTorch implementation
DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.
SAM - Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
ALAE - [CVPR2020] Adversarial Latent Autoencoders
StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699