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maxkleiner authored Mar 13, 2023
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Expand Up @@ -84,6 +84,9 @@ Although these examples require deeper understanding about neural networks, they
* [Gradient Ascent](https://github.com/joaopauloschuler/neural-api/tree/master/examples/GradientAscent) - Visualizing patterns from inner neurons in image classification <p><img src="https://github.com/joaopauloschuler/neural-api/blob/master/docs/gradientascent3layer.jpg" height="130"></img></p>
* [Artificial Art](https://github.com/joaopauloschuler/neural-api/tree/master/examples/VisualGAN) - Let a neural network produce art via a generative adversarial network <p><img src="https://github.com/joaopauloschuler/neural-api/blob/master/docs/art1.png" height="130"></img></p>
* [Super Resolution](https://github.com/joaopauloschuler/neural-api/tree/master/examples/SuperResolution) - A neural network learns how to increase image resolution<p><img src="examples/SuperResolution/results/building_result.png"></img></p>
in maXbox and Lazarus:
![lazarus_maxbox_superresolution3](https://user-images.githubusercontent.com/3393121/224761196-9eb8ff9f-3c84-4f61-9c9e-a9aee5b8b709.png)

* [Autoencoder](https://github.com/joaopauloschuler/neural-api/tree/master/examples/VisualAutoencoder) - Shows an autoencoder built with hyperbolic tangents and trained with [Tiny ImageNet 200](https://tiny-imagenet.herokuapp.com/). <p><img src="docs/autoencoder_small.png"></img></p>

There are also some [older code examples](https://sourceforge.net/p/cai/svncode/HEAD/tree/trunk/lazarus/experiments/) that you can look at.
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