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cartoon_gan_tf2.0's Introduction

Implementation details

  • Dataset : https://google.github.io/cartoonset
  • batch_size : 64
  • H, W = [256, 256]
  • Discrminator_lr = 0.00025
  • Generator_lr = 0.0002
  • Weights init = glorot_uniform (to be changed to RandomNormal[mean=0, stddev=0.02])
  • Discriminator training strategy : separate weight updates for real and fake batch

Outputs

boy_boy_dark_glasses.gif boy_boy_short_hair.gif boy_girl.gif

boy_boy.gif boy_girl_dark_glasses.gif boy_girl_short_hair.gif

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