The generator creates synthetic data, while the discriminator evaluates its authenticity compared to real data. This adversarial process continues until the generator produces data that the discriminator can no longer distinguish from real data. GAN models are widely used for producing realistic images, ...
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The generator creates new data instances while the discriminator evaluates them for authenticity. This adversarial process can help improve the quality and reliability of the generated output. Technology isn’t the only safeguard you can implement to prevent hallucinations. Creating a robust AI ...
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“fake” ones are created by the other part of the GAN, called the generator (seegeneratorbelow). The discriminator’s job is to get better at telling real from fake, while the generator tries to get better at creating fakes. This is the software version of continuously building a better...