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Generative Adversarial Networks (GANs) are based on the idea where a generator and a discriminator network work together to improve each other.   The Generator network creates new synthetic data that resembles authentic data (like images), while the Discriminator network works towards finding out if synthetic data is good enough to fake the reality (authenticity). […]