Skip to content

Instantly share code, notes, and snippets.

@NMZivkovic

NMZivkovic/usage_dcgan.py

Last active December 16, 2018 15:57
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save NMZivkovic/1727ec1d2ef5ae785fad8d91eeb3bbe6 to your computer and use it in GitHub Desktop.
Save NMZivkovic/1727ec1d2ef5ae785fad8d91eeb3bbe6 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
usage_dcgan.py
import numpy as np
from keras.datasets import fashion_mnist
from image_helper import ImageHelper
from dcgan import DCGAN
(X, _), (_, _) = fashion_mnist.load_data()
X_train = X / 127.5 - 1.
X_train = np.expand_dims(X_train, axis=3)
image_helper = ImageHelper()
generative_advarsial_network = DCGAN(X_train[0].shape, 100, image_helper, 1)
generative_advarsial_network.train(20000, X_train, batch_size=32)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment