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GANs with Deeplearning4j

This repository shows how you can train som sample Generative Adversarial Networks (GAN) with in Deeplearning4j.

To run the App example use the following command:

mvn compile exec:java -Dexec.mainClass="io.skymind.example.App"

This app will just continuously train a simple GAN that uses dense layers and display sample outputs from the generator in a window

You should start to see the following output after about 1 hour:

sample image result

The MnistSimpleGAN and MnistDCGAN use a new GAN helper and are still works in progress.

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Some sample Generative Adversarial Networks written using Deeplearning4j

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