GanExample

FaceCreation DCGAN

Using Generative Adversarial Network generates faces

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HQ FaceCreation StackGANv2

High quality face generator

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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

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Face Attributes Transfer StarGAN

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

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

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GAN Loss Library

Classic GAN Losses implemented by Keras

• DCGAN
• LSGAN
• WGAN
• WGAN-GP