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GanExample

FaceCreation DCGAN

Using Generative Adversarial Network generates faces

pic1


HQ FaceCreation StackGANv2

High quality face generator

pic2


StyleTransfer CycleGAN

Transfer monet plant to photo and transfer photo to monet style

  • First column is original monet paintings
  • Second column is monet2photo image
  • Third column is original photos
  • Last column is photo2monet image pic4

Face Attributes Transfer StarGAN

Change the face with different attributes ( hair color, gender, skin, facial expressions...etc)

pic4 The images from left to right are ( original image, black hair, brown hair, male, male with mustache, without smiling, pale face )


GAN Loss Library

Classic GAN Losses implemented by Keras

  • DCGAN
  • LSGAN
  • WGAN
  • WGAN-GP