Everyone has been lately talking about Generative Adversarial Networks, or more famously known as GAN. My colleagues, interview candidates, my manager, conferences literally EVERYONE. It seems like the GANs becomes required knowledge for data scientists in bay area. It also seems that GANs are cool: GANs can generate new celebility face images, generate creative arts or generate the next frame of the video images. AI can think by itself with the power of GAN.

In this notebook, I will explore the CelebA dataset.