this post was submitted on 27 Nov 2025
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Stable Diffusion

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Is there a way to create art for a book with consistent theme and characters using AI? (lemmy.dbzer0.com)
submitted 2 weeks ago* (last edited 2 weeks ago) by lefthandeddude@lemmy.dbzer0.com to c/stable_diffusion@lemmy.dbzer0.com
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I'm interested in creating art for a book, like art that goes alongside the text.

One of the difficult parts of this is that I want characters in the book to have a stable look and not change from image to image.

Is there a way to do this? I have experimented with different localized models and often there were artifacts and I couldn't get consistent results. I am mildly intelligent with running local models, but I am neither an expert nor a computer genius. I was able to do something like "character is pretty and tall with black hair" but each time that anything was generated, the character would look different.

It's been about a year since I last tried anything and since then technology has progressed. If I can't get the characters to look consistent from picture to picture, I'd rather not have images, as I can't afford an illustrator.

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[–] Stampela@startrek.website 6 points 2 weeks ago* (last edited 2 weeks ago) (3 children)

Qwen edit can take an image as a sample, and work with that. “The character in a victorious pose” would get whatever character you have, and reproduce it in a victorious pose. Couple of examples:

And a little janky because it IS generative AI after all…

Edit: and a bonus screenshot showing how little effort I had to put into this lol

[–] lefthandeddude@lemmy.dbzer0.com 2 points 2 weeks ago (2 children)

Is there a way to run this in a Linux-based system?

[–] Stampela@startrek.website 1 points 2 weeks ago

Yes-ish. The base is Draw Things and the relevant bits are https://github.com/drawthingsai/draw-things-community?tab=readme-ov-file#cuda-capable-linux that isn’t too difficult to setup. The app with the pretty interface is Apple only (the developer one day decided to cram the full 1.5 on his iPhone and that was the start of this. The app has feature parity between the iOS, iPad and Mac versions, the gRPC server is “just” the generation parts decoupled from the app) but there’s a Comfy plugin to use the server.

BTW on Apple’s hardware Comfy is poorly optimized, while Draw Things is optimized. The iPhone XR is the oldest hardware capable of on device generation, and (with the right settings) could do a SDXL 1024x1024 generation. 13 minutes mind you for 8 steps, but also 3gb of total system memory. On the other hand, the iPhone 17 Pro is a third of the speed of my RTX 3060. There’s also a friendly Discord, and the dev clearly enjoys adding support for new, cool models because he’s quick at it but doesn’t share roadmaps of any kind.

Yeah. I really, really like that thing.

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