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stylegan-human / StyleGAN-Human

StyleGAN-Human: A Data-Centric Odyssey of Human Generation
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Question about FID computation #40

Open koutilya-pnvr opened 1 year ago

koutilya-pnvr commented 1 year ago

@stylegan-human, the FID I am getting for stylegan_human_v2_1024.pkl seems higher than what is reported in the paper.

I did the following two methods for FID computation:

  1. Generated 10 K images and calculated FID using pytorch-fid to get FID of ~59
  2. Use the calc_metrics.py from the stylegan2-ada-pytorch repo and calculate the fid50k_full to be 50.0

Both of these calculations are done with respect to the SHHQ-1.0 40K images.

Just curious what dataset was used as reference to compute the FID on your generated images! Is it possible to share the FID computation code for reproducibility? Thanks for your consideration.

genghisun commented 1 year ago

Hi! I got similar results to yours, did you solve it now? Is there something wrong with my settings?

koutilya-pnvr commented 1 year ago

I didn't continue or solve that issue. Waiting for the response from the authors.