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[R] A survey on generative adversarial networks: fundamentals and recent advances - Link to free zoom lecture by the researcher in comments
2 projects | reddit.com/r/MachineLearning | 7 Mar 2021
Which Training Methods for GANs do actually Converge? [ICML 2018] Lars Mescheder, Andreas Geiger, and Sebastian Nowozin. arxiv: https://arxiv.org/abs/1801.04406 git: https://github.com/LMescheder/GAN_stability
AI will shape up the workflow of the future. Here's a simple implementation of NVidia's StyleGAN inside Blender!
1 project | reddit.com/r/blender | 13 Sep 2021
StyleGAN2-ADA is a neural network good at learning styles from images, you can give it a dataset and 'learn' its style into a file (a trained model). In this example, I load a model and given a random seed, generate a random texture which is applied to the object's material.
How do you generate those latent walk animations?
2 projects | reddit.com/r/MLQuestions | 14 Jul 2021
I understand the concept you're describing, but I'm unsure how to implement it in practice. The documentation on Stylegan2's GitHub page doesn't mention anything on it I can see. https://github.com/NVlabs/stylegan2-ada2 projects | reddit.com/r/MLQuestions | 14 Jul 2021
You have to modify the code, it's line 60 in https://github.com/NVlabs/stylegan2-ada/blob/main/generate.py
[D] Do I need to apply spectral norm to my embedding matrix when training a conditional W-GAN?
1 project | reddit.com/r/MachineLearning | 30 Jun 2021
Can I train a model on 100 images of homes and have it draw a couple "average" homes?
1 project | reddit.com/r/MLQuestions | 30 May 2021
New 'The Sculpture 3'. 3d sculpting + neural network
1 project | reddit.com/r/NFT | 27 Apr 2021
no i dont.. but as for training - i just use default tf stylegan2-ada repo ( https://github.com/NVlabs/stylegan2-ada )
[R] EigenGAN: Layer-Wise Eigen-Learning for GANs
2 projects | reddit.com/r/MachineLearning | 26 Apr 2021
You should check stylegan-2 ada, it works on colab and can be trained less than 12 hours tensorflow implementation
1 project | reddit.com/r/learnmachinelearning | 25 Apr 2021
I have been making art with deep neural networks lately, and at some point one of them started outputting these cosmic creatures, so I thought I'd share.
1 project | reddit.com/r/DMT | 21 Apr 2021
This image looks awesome! And this process sounds really interesting, any more specific tips on where to get started? I studied Neuroscience, use Linux and Python for data analysis, but haven't done any image editing yet. I found the code https://github.com/NVlabs/stylegan2-ada but it seems like I need a GPU. Which I don't have, unless I use the servers at my university lol
An interpolation from an AI trained on liminal images
5 projects | reddit.com/r/LiminalSpace | 4 Apr 2021
with a process called ADA https://github.com/NVlabs/stylegan2-ada
What are some alternatives?
awesome-pretrained-stylegan2 - A collection of pre-trained StyleGAN 2 models to download
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
stylegan2_pytorch - A Pytorch implementation of StyleGAN2
stylegan2 - StyleGAN2 - Official TensorFlow Implementation
LiminalGan - A stylegan2 model trained on liminal space images