ALAE
StyleFlow
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ALAE
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[D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image?
source link: https://github.com/podgorskiy/ALAE
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?
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
stylegan2-ada-pytorch - StyleGAN2-ADA - Official PyTorch implementation
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch
DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
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
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1
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
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
denoising-diffusion-pytorch - Implementation of Denoising Diffusion Probabilistic Model in Pytorch
restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699