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Generated new 512x512 images
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Antonio Kim committed Aug 28, 2020
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1 change: 1 addition & 0 deletions .pre-commit-config.yaml
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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -12,7 +12,8 @@ The data consists of images sampled from the larger Hubble eXtreme Deep Field (X

I was able to replicate the results of the Pro-GAN architecture described in [this paper](https://arxiv.org/pdf/1710.10196.pdf) by Nvidia. With this I was able to generate relatively high quality images resembling the Hubble eXtreme deep field.

![](images/generator_trained_512x512.png)
![4x4 grid of generated 512x512 images 2](images/generator_trained_512x512_2.png)
![4x4 grid of generated 512x512 images 1](images/generator_trained_512x512_1.png)

### Methodology

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48 changes: 38 additions & 10 deletions model/Pro-GAN.ipynb

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