Generating Simpsons Faces

Even a simple GAN can produce surprisingly cool results. By training a generative adversarial network on Simpsons faces, we can generate new characters that resemble the originals, demonstrating the power of GANs in computer vision.

The GAN Model

Here’s the simple GAN setup:

Generator Outputs During Training

Even early in training, the generator can produce recognizable characters like Bart and Marge:

A Variety of Generated Faces

After training, the GAN can create a variety of Simpsons-style characters: