Gemini can now use Google Photos and stated preferences to generate personalized images without the user re-describing appearance every time.

generating images of yourself or people you know with less re-describing
you want personalized visuals and already keep photos in Google Photos
Google AI Plus, Pro, and Ultra subscribers in the US
Pick a topic and leave with something you created.
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