<p>Turns out if we feed the generator part without discriminator with real samples and random latent, we got idealized version of the dataset.</p>
<p><a href="https://i.sstatic.net/pSJ6BVfg.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/pSJ6BVfg.png" alt="enter image description here" /></a></p>

CC BY-SA 4.0
2024-10-10T23:22:23.837Z
2024-10-10T23:22:23.837Z
Muhammad Ikhwan Perwira
<p>Suppose there are dataset of handwritten digit of zero. We know that human handwritten are not perfects. But here the model will tries to draw the <strong>ideal version</strong> of the digit, e.g. perfect circle.</p>
<p>Because I accidentally trained GAN where all random latent vectors input is almost identical to the idealized version of dataset. But for number 7 instead of 0.</p>

<generative-model>
Is there such generative model that drawing idealized version of dataset?
Muhammad Ikhwan Perwira
# Is there such generative model that drawing idealized version of dataset?

(Asked by: username_0 on 2024-10-10)

Suppose there are dataset of handwritten digit of zero. We know that human handwritten are not perfects. But here the model will tries to draw the **ideal version** of the digit, e.g. perfect circle.

Because I accidentally trained GAN where all random latent vectors input is almost identical to the idealized version of dataset. But for number 7 instead of 0.

**Tags:** generative-model


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## 1 answers

### Answer by username_0 on 2024-10-10. Score: 1

Turns out if we feed the generator part without discriminator with real samples and random latent, we got idealized version of the dataset.

[![enter image description here](https://i.sstatic.net/pSJ6BVfg.png)](https://i.sstatic.net/pSJ6BVfg.png)


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