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Simple DCGAN

Deep convolutional generative adversarial network implemented in a python class for generating anime character faces.
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Hyper parameters:

  • Image input shape - [64,64,3]
  • latent dims for generator = 128
  • optimizer: Adam, learning rate = 0.00002, beta1=0.5
  • batch_size: 200
  • number training steps of the discriminator per training step of the generator : 6

Generator architecture:

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Discriminator architecture:

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Simple DC GAN network to generate anime faces

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