Generative Adversarial Networks Projects

Visualizing losses

To visualize the losses for the training, start the TensorBoard server as follows:

tensorboard --logdir=logs

Now, open localhost:6006 in your browser. The SCALARS section of TensorBoard contains plots for both losses as shown here:

The loss plot for the discriminator network for Stage-I is shown as follows:

The loss plot for the generator network for Stage-I is shown as follows:

Loss plots for the generator network and the discriminator network for Stage-II can be similarly obtained from Tensorboard.

These plots will help ...