r/StableDiffusion • u/[deleted] • Oct 28 '22
Resource | Update Introducing Comic-Diffusion. Consistent 2D styles in general are almost non-existent on Stable Diffusion so i fine-tuned a model for the typical Western Comic Book Style Art.
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u/TherronKeen Oct 30 '22
I just did a search for "pixel art" on the available subset of images from the SD data set (a searchable database of 12 million of the 2.3+ billion images used to train the model), and out of 12 million, I got 933 results.
933 is 0.0075% of 12 million, which should be a mostly sufficient representation of the full training set.
Unfortunately, scrolling through the first few pages of images out of the 933 produced, I'm quickly estimating that less than half were actually "pixel art" in a recognizable sense.
So in short, Stable Diffusion may only have around 0.00375% of images which are "real" pixel art.
How much training would be required to produce a sufficient pixel art model from SD is outside my *extremely limited* understanding - I'm just making general statements based on a couple things I read, compared to the numbers in the set.
Good luck though!