Deep learning the GAN
Learn to generate the model through MNIST data, Anime data and other picture data.
The models mainly include: VAE, GAN, CGAN , DCGAN.

• numpy
• torch
• torchvision
• tqdm
• fire

Examples of Usage:

• Train:
  mnist_dcgan.py

    python mnist_dcgan.py train  # If gpu is used
    python mnist_dcgan.py train --use_gpu=False  # If cpu is used

If your train is interrupted, you can continue training with "gen_epoch"

    python mnist_dcgan.py train --gen_epoch=3  

• Generate:
  mnist_dcgan.py

    python mnist_dcgan.py generate --use_gpu=False #If cpu is used

You can use "digit" to generate the number you want

    python mnist_dcgan.py generate --gen_epoch=3 --digit=7 

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The GAN Zoo

Andrew Ng coursera， Andrew Ng bilibili.