Image generation using GANs

The goal of the project was to examine whether incorporating attention mechanism in GAN architecture can improve image quality. Several models were tested for this task:

1. Classic DCGAN
2. DCGAN with attention mechanism
3. Pretrained Progressive GAN
4. Classic DCGAN
5. "SWINGAN"