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cc-ai / climategan

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
https://thisclimatedoesnotexist.com
GNU General Public License v3.0
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Making AdventV2 automatic #137

Closed tianyu-z closed 3 years ago

vict0rsch commented 3 years ago

Small changes requested I think it would make more sense for you to walk us through the process to criticize it constructively :) Do you have reference experiments to look at how much v2 would help?

tianyu-z commented 3 years ago

Small changes requested I think it would make more sense for you to walk us through the process to criticize it constructively :) Do you have reference experiments to look at how much v2 would help?

https://www.comet.ml/tianyu-z/omnigan/0a10bdb1c39a49d19e3e2135540aac2b/b1bf90d2562b45e2ad97369bf10b48d0/compare?experiment-tab=images&imageId=69c01437ab5c449781faa505eda811d6

The experiment is here. The entropy_split term for this experiment is 0.67 which means 67% of the original sim data will be in easy_split.json and 1/3 will be in hard_split.json. I have run entropy_split>0.67 and it seems 0.67 is better than other cases (by my eyeballing). Entropy_split<0.67 is still running. I am able to give the result tomorrow.

vict0rsch commented 3 years ago

Closing for now since we won't use it