Inception Score on CelebA

[b03902128]

Hi,

Just for curiosity, I wonder if I get the right pipeline to check the inception score on CelebA dataset as you presented in the paper.

Should I use the Inception model that is pretrained on ImageNet or trained on CelebA from scratch by myself?

Thanks in advance :)

[DmitryUlyanov]

Hi, we have used a classifier, pretrained on the Imagenet. Note that inception score with such classifier does not make sense. We initially computed such value to compare to other method and removed this evaluation from the most recent version of the paper if I remember correctly.

On Sat, May 5, 2018 at 3:53 PM b03902128 ***@***.***> wrote: Hi, Just for curiosity, I wonder if I get the right pipeline to check the inception score on CelebA dataset as you presented in the paper. Should I use the Inception model that is pretrained on ImageNet or trained on CelebA from scratch by myself? Thanks in advance :) — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#5>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AGanZD0pTY2zwnFOZJYjdWvX9G18iXdTks5tvaDBgaJpZM4TzoEa> .

-- Best, Dmitry

[b03902128]

Hi Dr. Ulyanov ,

Thanks!
I found this in the link of the paper in readme, maybe you would like to update the link, too :)

On the other hand, what evaluation protocol would you recommend to show the power of AGE on CelebA dataset? Thank you.