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You can do that with Gemini's image model, flash 2.0 (image generation) exp.[1] It's not perfect but it does mostly maintain likeness between generations.

[1]https://aistudio.google.com/prompts/new_chat



Whisk I think is possibly the best at it. No idea what it uses under the hood though.

https://labs.google/fx/tools/whisk




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