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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
1 project | reddit.com/r/AnimeART | 14 Nov 2021
Made using https://thisanimedoesnotexist.ai/ from StyleGan2. Most of the images on the site are kind of cursed.
For people using Tesla GPUs in DIY setups, here's an open-source cooler design
1 project | reddit.com/r/homelab | 3 Nov 2021
Hi! I am using two of them to train/use stylegan2 neural networks. The config that can produce images at 1024/1024 requires ~10gb VRAM so these cards were the cheapest way to get into the door.
Open source/commercially available face generator?
2 projects | reddit.com/r/learnpython | 29 Oct 2021
Check the license here, but it looks like anything based on stylegan2 can't be used commercially. Google brought me to this page which seems to also be based on stylegan, but I guess they are paying for a commercial license for it? So you could use it or maybe even reach out to nvidia directly.
What's... Amodio? That's me!
1 project | reddit.com/r/Jeopardy | 25 Oct 2021
Not Matt (I'm sure he'll have more details), but yep! Specifically NVIDIA's StyleGAN2 architecture. The source code is freely available, so anyone with a good NVIDIA GPU can use it.
Ask HN: What useful unknown website do you wish more people knew about?
3 projects | news.ycombinator.com | 18 Oct 2021
StyleGAN2 (Dec 2019) - Karras et al. and Nvidia. More: https://github.com/NVlabs/stylegan2)
2. https://www.deepl.com/translator (translate text in 20 languages including idioms and phrases)
3. https://remove.bg/ (remove any background)
4. regex101.com (self explanatory)
5. Photopea.com (a free web-based Photoshop alternative
6. https://tineye.com/ , http://fotoforensics.com/ Do you want to know if an image is shopped, cropped or otherwise altered? Using these two tools you've got a good chance of finding out. Tineye is reverse image search on steroids and foto forensics provides free image analysis tools:
7. https://thenounproject.com/ (Icons and Photos for everything)
AI generated image for "Kerbal Space Program".
2 projects | reddit.com/r/KerbalSpaceProgram | 14 Oct 2021
If you’d like to know more, here’s a video explaining the method and the paper: https://arxiv.org/abs/1912.04958
Pre-trained StyleGAN2 model
2 projects | reddit.com/r/learnmachinelearning | 27 Jul 2021
The implementation and trained models are available on the StyleGAN2 GitHub repo.
AI-generated art day 3: Princess Luna!
1 project | reddit.com/r/mylittlepony | 11 Jul 2021
If you haven’t seen the previous posts, this art was made possible by This Pony Does Not Exist, which is powered by Nvidia’s StyleGAN2 AI. You can read more about the AI here.
[D] Paper regarding all ML problems reducing to diff eq..?
1 project | reddit.com/r/MachineLearning | 8 Jul 2021
Neural SDEs are the continuous-time limit of recurrent networks with noise as input. For example, StyleGAN2 is of this form. You can train Neural SDEs as VAEs or as GANs.
[R] Alias-Free GAN
1 project | reddit.com/r/MachineLearning | 29 Jun 2021
What are some alternatives?
awesome-pretrained-stylegan2 - A collection of pre-trained StyleGAN 2 models to download
stylegan - StyleGAN - Official TensorFlow Implementation
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
pix2pix - Image-to-image translation with conditional adversarial nets
ffhq-dataset - Flickr-Faces-HQ Dataset (FFHQ)
GAN_stability - Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"
LiminalGan - A stylegan2 model trained on liminal space images
waifu2x - Image Super-Resolution for Anime-Style Art