Gans In Action Pdf Github

The two networks are trained simultaneously in a competitive manner, with the generator trying to produce samples that fool the discriminator, and the discriminator trying to correctly distinguish between real and synthetic samples. Through this process, the generator learns to produce highly realistic samples that are indistinguishable from real data.

Once you have mastered the pipeline, you can apply these concepts to real-world projects. The book covers three major applications: gans in action pdf github