Aesthetic score

Open jsonBackup opened this issue 1 year ago • 1 comments

I'm curious about how the aesthetic scores of the generated images from the paper were calculated. Is it possible to share the code?

Thanks!

Aug 06 '24 18:08 jsonBackup

Hey, sorry for the delayed response. We were using the LAION Aesthetic Predictor (https://github.com/christophschuhmann/improved-aesthetic-predictor). You can find the class definition here (https://github.com/ExplainableML/ReNO/blob/main/rewards/aesthetic.py). The only difference is we return 10.0 - aesthetic_score if you want a loss to optimize. Do let us know if you need any other details, or a script to compute the aesthetic scores of all the images in a directory.

Aug 18 '24 03:08 sgk98

Thank you

Mar 11 '25 17:03 jsonBackup