|23 days ago||over 1 year ago|
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.
Imagined ML model deployment on normal machine, is it possible?
5 projects | reddit.com/r/learnmachinelearning | 6 Mar 2022
Code for training your own [original] [simple] [light]
[P] - These Nebulae Do Not Exist
1 project | reddit.com/r/MachineLearning | 6 Mar 2022
Trained lightweight-gan on public domain nebulae images. The blogpost covers how it was assembled end-to-end, from data scraping, to model training, and finally deploying it as a web app using free cloud services only
Questi politici italiani non esistono
1 project | reddit.com/r/italy | 6 Feb 2022
It begins! [Sixth World Music Comp Update]
2 projects | reddit.com/r/sixthworldmusic | 8 Aug 2021
https://github.com/lucidrains/stylegan2-pytorch is the simplest implementation I know of, and https://github.com/lucidrains/lightweight-gan is similar but designed for relatively lower performance machines.
Bow Generation Using Lightweight GAN (In Progress)
1 project | reddit.com/r/Terraria | 7 Apr 2021
GAN-generated Minecraft skins
1 project | reddit.com/r/MediaSynthesis | 6 Feb 2021
I also regret using https://github.com/lucidrains/lightweight-gan over the standard StyleGAN2. The training time wasn't an issue for 128x128 images and I should have gone for the higher quality model.
GAN-generated "Now That's What I Call Music!" CDs
1 project | reddit.com/r/MediaSynthesis | 27 Jan 2021
GAN-generated "Now That's What I Call Music!" covers
1 project | reddit.com/r/deepdream | 24 Jan 2021
It's hard to tell if the medicore results are due to the small dataset (~305 semi-aligned images, yes there's that many of these) or my own inexperience in GAN generation (i used https://github.com/lucidrains/lightweight-gan and the only changes i made from the defaults were to decrease the batch size and add color augmentation)
[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?
1 project | reddit.com/r/MachineLearning | 27 Mar 2021
source link: https://github.com/podgorskiy/ALAE
What are some alternatives?
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
HyperGAN - Composable GAN framework with api and user interface
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch
stargan-v2 - StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
These-People-Do-Not-Exist - AI that generates human faces which have never been seen before. The future is now 😁
stylegan2 - StyleGAN2 - Official TensorFlow Implementation
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)