I think what is needed is specialized models. Say that you're in a business in which you just need pictures of residential interior designs and nothing else. A model which is just trained on billions of images of interiors is going to work better than one trained on billions of images of everything.
Agreed, but strictly speaking the model would probably still be based on a general model such as Stable Diffusion, then "fine-tuned" to render only interior designs. For example the NovelAI anime image generator was based on SD then fine tuned on anime art, and it works incredibly well - it can generate anime art of basically anything you ask, because the model has the wide knowledge of the Stable Diffusion model but is fine tuned to the anime art style.
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I think what is needed is specialized models. Say that you're in a business in which you just need pictures of residential interior designs and nothing else. A model which is just trained on billions of images of interiors is going to work better than one trained on billions of images of everything.
Agreed, but strictly speaking the model would probably still be based on a general model such as Stable Diffusion, then "fine-tuned" to render only interior designs. For example the NovelAI anime image generator was based on SD then fine tuned on anime art, and it works incredibly well - it can generate anime art of basically anything you ask, because the model has the wide knowledge of the Stable Diffusion model but is fine tuned to the anime art style.