<p>I don't really understand the reason of this. I have listed the outputs of different models below.</p>
<p>Gan (source: self made simple GAN for CIFAR10)</p>
<p><a href="https://i.sstatic.net/U0gJW0ED.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/U0gJW0ED.png" alt="enter image description here" /></a></p>
<p>Vq-vae (source: <a href="https://arxiv.org/pdf/1906.00446" rel="nofollow noreferrer">link</a>)</p>
<p><a href="https://i.sstatic.net/fIC40d6t.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/fIC40d6t.png" alt="enter image description here" /></a></p>
<p>What i mean is illustrated here.</p>
<p>The image that we want to encode then decode (reconstruction)
<a href="https://i.sstatic.net/lQZVN019.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/lQZVN019.png" alt="enter image description here" /></a></p>
<p>The input of the model</p>
<p><a href="https://i.sstatic.net/M6X4ODFp.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/M6X4ODFp.png" alt="enter image description here" /></a></p>

CC BY-SA 4.0
2024-06-19T09:40:29.680Z
To provide an answer, it would be helpful to get the sources of your images as well as a bit of elaboration on what i am looking at. Is this the output of the model? Is this somewhere in the middle? What is actually visualized here?
Robin van Hoorn
CC BY-SA 4.0
2024-06-19T11:30:18.640Z
@RobinvanHoorn , edited question
Тима 
<generative-adversarial-networks><generative-model>
Why generative models produce mesh structure at the beginning?
Тима 
# Why generative models produce mesh structure at the beginning?

(Asked by: username_0 on 2024-06-18)

I don't really understand the reason of this. I have listed the outputs of different models below.

Gan (source: self made simple GAN for CIFAR10)

[![enter image description here](https://i.sstatic.net/U0gJW0ED.png)](https://i.sstatic.net/U0gJW0ED.png)

Vq-vae (source: [link](https://arxiv.org/pdf/1906.00446))

[![enter image description here](https://i.sstatic.net/fIC40d6t.png)](https://i.sstatic.net/fIC40d6t.png)

What i mean is illustrated here.

The image that we want to encode then decode (reconstruction)
[![enter image description here](https://i.sstatic.net/lQZVN019.png)](https://i.sstatic.net/lQZVN019.png)

The input of the model

[![enter image description here](https://i.sstatic.net/M6X4ODFp.png)](https://i.sstatic.net/M6X4ODFp.png)

**Tags:** generative-adversarial-networks, generative-model

> **Comments:**
> **username_1**: To provide an answer, it would be helpful to get the sources of your images as well as a bit of elaboration on what i am looking at. Is this the output of the model? Is this somewhere in the middle? What is actually visualized here?  
> **username_0**: @RobinvanHoorn , edited question  

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## 0 answers

