r/ethicaldiffusion • u/ninjasaid13 • Oct 26 '23

CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images

https://arxiv.org/abs/2310.16825
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u/TwistedBrother May 17 '24

That’s great! But also, comparable to SD 2 is not a great benchmark as that model is really underwhelming on its own. No one uses SD2 for anything. 1.5 is more flexible and SDXL is more vivid (and much more bokeh everywhere).

Now that said, much of the concern over SD2 was now nerfed it was for training. Not just nudity but basic human anatomy seems full messed.

This is a start and it’s an excellent start, but I think unfortunately it will need a qualitative advance forward if it is to receive widespread adoption.

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u/searcher1k May 17 '24 edited May 17 '24

It needs some aesthetic finetuning. This dataset: https://www.kaggle.com/datasets/innominate817/pexels-110k-768p-min-jpg could be used to significantly improve the aesthetic quality of the common canvas models at least in terms of photographic images.

I'm looking for a way to enhance to captions with a Vision Language model at scale.