Keras-GAN
Keras implementations of Generative Adversarial Networks. (by eriklindernoren)
Roundtrip
Roundtrip: density estimation with deep generative neural networks (by kimmo1019)
| Keras-GAN | Roundtrip | |
|---|---|---|
| 1 | 1 | |
| 9,105 | 61 | |
| - | - | |
| 0.0 | 4.9 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Keras-GAN
Posts with mentions or reviews of Keras-GAN.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Help understanding specific GAN model
If your goal is just to use a GAN, you can start here https://github.com/eriklindernoren/Keras-GAN
Roundtrip
Posts with mentions or reviews of Roundtrip.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-17.
-
Conditional Density Estimation Models?
The two issues I am having are 1. that I don't know what is most recent or capable or advanced in this area of machine learning (HuggingFace doesn't have any), and 2. that the two models I have found - MONDE (Chilinski and Silva, 2020) and Roundtrip (Liu, et al., 2021) - are overk!ll for what I need. Are there any Bayesians out there who could point me to something practical that they have used in their jobs? And if conditional density estimators are not used in your industry, could you explain why that is the case?
What are some alternatives?
When comparing Keras-GAN and Roundtrip you can also consider the following projects:
OASIS - Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
scvi-tools - Deep probabilistic analysis of single-cell and spatial omics data
Advanced-Deep-Learning-with-Keras - Advanced Deep Learning with Keras, published by Packt
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
SteganoGAN - SteganoGAN is a tool for creating steganographic images using adversarial training.
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
These-People-Do-Not-Exist - AI that generates human faces which have never been seen before. The future is now 😁