dcgan's Introduction

DCGAN

DCGAN implementation with keras and tensorflow

Implement dcgan with keras and tensorflow
Implement dcgan with keras only
Sanity check dcgan keras only with MNIST data
Sanity check dcgan with keras and tensorflow
Run dcgan with keras only on dog dataset
Run dcgan with keras and tensorflow on dog dataset
Try other variants of GAN

MNIST data generated with keras only version

learning rate used 0.0002 for discriminator and 0.00002 for generator
batch size 32
batch normalization
dropout 0.3 in discriminator
image size 28x28

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