restyle-encoder
StyleFlow
| restyle-encoder | StyleFlow | |
|---|---|---|
| 2 | 6 | |
| 1,021 | 2,389 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| MIT License | - |
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restyle-encoder
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amazing april 7th
Found relevant code at https://yuval-alaluf.github.io/restyle-encoder/ + all code implementations here
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[R] a Metric for finding the best StyleGAN Latent Encoders
Right now we have encoders like pSp and restyle or encoder4editing, but how can we tell which one performs better than the other?
StyleFlow
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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?
pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
stylegan2-ada-pytorch - StyleGAN2-ADA - Official PyTorch implementation
encoder4editing - Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766
DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.
StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1
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
stylegan3-editing - Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
ALAE - [CVPR2020] Adversarial Latent Autoencoders
SteganoGAN - SteganoGAN is a tool for creating steganographic images using adversarial training.
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling