Inception score for conditional GANs

openai / improved-gan

Code for the paper "Improved Techniques for Training GANs"

https://arxiv.org/abs/1606.03498

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Open mathfinder opened 6 years ago

mathfinder commented 6 years ago

IMO，there are tow ways to calculate Inception score of conditional GANs.

For every "condition", calculate a IS and Average them.
Sample "condition" from "real condition distribution" and generate fake data to calculate IS. Which way is reasonable. thx.

q145492675 commented 6 years ago

I also has this problem, I don't undersdand the detail of the calculation of Inception score perfectly.