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Cool approach, and I am glad to find out there’s a manga dataset out there for academic use!

https://www.gwern.net/Danbooru2020 is a much bigger dataset but way less cleaned.

Yeah, I hope it were available without contacting them, but it's probably too much to ask.

As someone who gained access to this dataset, I will say that the image resolution is disappointing. Maybe that's what inspired this paper

They are willing to share the dataset, just tell them what you want to do with it.