WarpedGANSpace
[ICCV 2021] Authors official PyTorch implementation of the "WarpedGANSpace: Finding non-linear RBF paths in GAN latent space". (by chi0tzp)
GenerativeDenseUNet
An RBF based artificial neural network used for the purpose of semantic image segmentation. The backbone of this model is a DenseUNet. The head of the convolutional neural network is an RBF layer. Inference can be done using Bayes Theorem, or Softmax. (by jgcastro89)
| WarpedGANSpace | GenerativeDenseUNet | |
|---|---|---|
| 6 | 1 | |
| 107 | 0 | |
| - | - | |
| 1.6 | 7.6 | |
| 11 months ago | almost 3 years ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
WarpedGANSpace
Posts with mentions or reviews of WarpedGANSpace.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-11.
GenerativeDenseUNet
Posts with mentions or reviews of GenerativeDenseUNet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-19.
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Color composition of Red-White-Blue flags [OC]
You can add another a 4th axes which will give you a tetrahedron. Just like the ternary plot which embeds 3D data into a 2D plane, a tetrahedron will embed 4D data into a 3D volume. I’ve used this in my neural networks to visualize the 4D embedding space. I have an example of such a plot here https://github.com/jgcastro89/GenerativeDenseUNet
What are some alternatives?
When comparing WarpedGANSpace and GenerativeDenseUNet you can also consider the following projects:
captum - Model interpretability and understanding for PyTorch
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
the-gan-zoo - A list of all named GANs!