Generative adversarial networks (GAN) contain two neural networks competing against each other in the game that eventually improves the accuracy of the output.Machine learning poses a number of ethical thoughts. Methods that happen to be skilled on datasets collected with biases could exhibit these biases upon use (algorithmic bias), Consequently d