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DCGAN, VAE using CIFAR-10 dataset and CelebA dataset

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AllenEdgarPoe/DCGAN-VAE

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DCGAN.7z
DCGAN.7z
 
 
DCGAN_celeba.ipynb
DCGAN_celeba.ipynb
 
 
DCGAN_cifar10.ipynb
DCGAN_cifar10.ipynb
 
 
README.md
README.md
 
 
VAE_celeba.ipynb
VAE_celeba.ipynb
 
 

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DCGAN

This repository contains various generative models with well-known dataset, celeba and cifar-10 using pytorch library. Ongoing...

  • DCGAN_celeba.ipynb : DCGAN network using "celeba" dataset
  • DCGAN.7zip: Pycharm Project of DCGAN network. Can be edited even better than jupyter notebook.
  • DCGAN_cifar10.ipynb : DCGAN network using "cifar-10" dataset
  • VAE_celeba.ipynb : VAE network using "celeba" dataset

1. DCGAN_celeba

ezgif com-gif-maker

*Trained with anime-face dataset (epoch 15)

anime_face

  1. VAE_celeba

semi-test result with epoch 1

ezgif-6-5acf4a6deb02

result after epoch 50

ezgif-6-8edfec2e0831

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DCGAN, VAE using CIFAR-10 dataset and CelebA dataset

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jupyter-notebook pytorch dcgan vae face-recognition celeba-dataset cifar-10

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