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stylegan_notes [2026-08-03 08:54] nikstylegan_notes [2026-08-03 09:01] (current) nik
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 ==== StyleGAN Notes ==== ==== StyleGAN Notes ====
  
-styleGAN2-ADA experiments Feb 2021 (and so on and so on https://github.com/NVlabs/stylegan2-ada-pytorch)+styleGAN2-ADA experiments Feb 2021 (and so on and so on...) 
 + 
 +  * using ''foam-repo/F20/web/src/flickr/img'' 
 +    * two data folders (prepared with dataset_tool.py) 
 +      * ''1024-foam-f20'' all the images tagged with f15 machine tags 
 +      * ''1024-zzkt-f20'' all the images tagged with f15 machine tags and zzkt images 
 +  * transfer learning from flickr-1024 network (i.e ''ffhq.pkl''via ''--resume=ffhq1024'' 
 +  * training strategy 
 +    * start with ''--cfg=auto --aug=ada --metrics=fid50k_full'' 
 +    * compare unmirrored with → ''--mirror=1'' 
 +    * try ''--augpipe=bgcfnc'' 
 +    * try various gamma levels ''--gamma=10'' 
  
  

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