[vip-help] Inception Score parameters doubt

Gurung, Kris kgurung at purdue.edu
Mon Jan 29 11:41:24 EST 2024


Hi,

I am trying to incorporate FID and Inception Score for quantitative evaluation of the pictures generated, and was wondering if the Inception_v3 model could be used for CelebA dataset as well, since it was initially trained on the ImageNet dataset. If it can be used, what mean and standard deviations would be used for normalization of the images? I could only find the following normalization parameters for ImageNet.
[cid:b59f605a-5180-4847-85ea-c672f157fd51]
Any advice regarding better evaluation metrics, if any, would also be greatly appreciated!

Regards,
Kris
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