MLP or Vanila GAN & DCGAN

Trained with NVIDIA P100 GPU

Data

  • MINIST

Training

Result

  • GAN:
    • From the beginning, the noises are just noises but after few epochs, it starts to learn how to fake the discriminator.
  • DCGAN:
    • Unlike Valina GAN, DCGAN produces more clear and less noise output at the end.

Conclusion

GAN was devloped only five years ago. There are numerous GANs so I will keep study them until I get the new idea.