Unique Skill ID: ESAC03E3F28A716D359E

Generative Adversarial Networks

Generative Adversarial Networks (GANs) is a specialized skill in machine learning that involves the training of two neural networks, one that generates synthetic data and another that discriminates between real and synthetic data. The two networks are trained simultaneously in a competitive manner, where the generator network tries to produce data that fools the discriminator network, while the discriminator network tries to correctly identify real from fake data. This approach has shown promising results in generating realistic images, videos, and even human-like text.

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