Adversarial AutoEncoder (AAE)

Played around with AAE to try to generate some anime characters

By combining Generative Adversarial Network(GAN) With Autoencoder (AE) it helps reducing GAN having mode collapses and AE producing blurry image

Example output

Row 1 and 3: input image
Row 2 and 4: reconstructed image
Row 5: image generated from random noise
Row 6: image generated from interpolated noise