openai / improved-gan

Code for the paper "Improved Techniques for Training GANs"

Home Page:https://arxiv.org/abs/1606.03498

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Inception score for conditional GANs

mathfinder opened this issue · comments

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

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

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