Conditional GAN Results

Let’s look at the results of training the conditional GAN: the loss during training the discriminator and the generator, as well as the generated output.

📝 Training the GAN for 12 epochs takes us about 1 hour 30 minutes.

Discriminator loss during training

At first glance, the discriminator loss looks similar to the loss from the earlier GAN. Looking closer, the loss values aren’t entirely close to zero and in fact, seem to be rising. This is encouraging when we remember that the ideal loss for a GAN is not zero.

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