FID score is a measure of success. Instead of aiming to reproduce exact replicas, you use a classifier and retrieve the input of the last layer. Do it for both

FID score is a measure of success. Instead of aiming to reproduce exact replicas, you use a classifier and retrieve the input of the last layer. Do it for both generated and original inputs, and then measure the differences in the statistics. Wikipedia has a good article on this.