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I can suggest an approach that requires some coding…
In the clip interrogator, you can define a list of keywords to check against an image.
https://github.com/pharmapsychotic/clip-interrogator/tree/main/clip_interrogator/data
You can replace them with the set of keywords you want.
Use clip interrogator to automatically select the keywords for an image, and write it to the image metadata.
I have only used Invoke AI briefly in its early stages. I just took a look, and it seems to have evolved quite a bit! will be interesting to try it out.
This could be a memory issue. You can try restarting your PC to see if that helps. SD Forge should have all optimization set out of the box.
A checkpoint model is a Stable Diffusion model which generates images from text.
Instant ID is an add-on model to a checkpoint model to copy faces. You cannot use instant id on its own. It has to be used with a checkpoint model. (Same for photo maker)
Re: not getting good result with instant ID: Try using it with a realistic model (e.g. Juggernaut XL) and a realistic prompt. Use a high res picture.
Hi, I don’t quite get what you are asking. By IP, do you mean Image Prompt adapter? Are you referring to a comfyui workflow or a general technical question?
