Mostly revolving around the Danbooru20xx dataset

Repo for my Tensorflow/Keras CV experiments. Mostly revolving around the Danbooru20xx dataset


Framework: TF/Keras 2.7

Training SQLite DB built using fire-egg’s tools: https://github.com/fire-eggs/Danbooru2019

Currently training on Danbooru2021, 512px SFW subset (sans the rating:q images that had been included in the 2022-01-21 release of the dataset)

Reference:

Anonymous, The Danbooru Community, & Gwern Branwen; “Danbooru2021: A Large-Scale Crowdsourced and Tagged Anime Illustration Dataset”, 2022-01-21. Web. Accessed 2022-01-28 https://www.gwern.net/Danbooru2021


Journal

06/02/2022: great news crew! TRC allowed me to use a bunch of TPUs!

To make better use of this amount of compute I had to overhaul a number of components, so a bunch of things are likely to have fallen to bitrot in the process.
I can only guarantee NFNet can work pretty much as before with the right

 

 

 

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