Faces change every damn time. That was always the biggest headache for me when I tried generating lifestyle portraits with AI. Clothes looked like they came from some basic rack. The scene felt dropped in from nowhere and the light often went too warm. I worked up one prompt that cuts through most of those usual fails and lands you a polished cafe shot with an editorial feel.
You begin with a clear reference photo of the actual person. The prompt then pushes the AI to hold every bit of their face steady. Same features same identity same expression and the hairstyle stays put while the setting and outfit get swapped out completely.
What stands out is how the description calls for an ivory blouse paired with tailored beige wide leg trousers. Fabric skin hair and the surroundings all get realistic texture. The pose lands natural and relaxed. A table some flowers a handbag and other cafe bits sit in the foreground to balance things out against a softly blurred background. Neutral daylight comes in soft with none of that extra golden or orange cast you usually fight. The whole frame goes vertical in a nine by sixteen ratio. It specifies an eighty five millimeter lens at f two for the depth of field plus photorealistic editorial photography with plenty of fine detail.
Face holds steady. That always catches me off guard since you would figure asking for brand new clothes or a fresh location would scramble the likeness yet this thing somehow prevents it from happening.
You kick off by picking a solid reference photo of the person. It has to be clear enough for the system to grab onto their look. So basically after that you spell out the surroundings what they wear how they stand the lighting setup and the photography vibe you are after.
Turns out the prompt tells the AI to hold tight to those exact facial features identity expression and hairstyle. Everything else can change. The real issue tends to be choosing the right starting image or it falls apart fast.
I remember testing something similar and the output actually looked like the same person. Goes to show the reference makes all the difference.
Prompt:
Ultra-realistic lifestyle portrait of the same young woman from the reference, with exactly the same facial features, identity, expression, and medium-length wavy brown hair. Seated at an elegant European outdoor café, wearing a luxurious ivory satin blouse with subtle pleats and puff sleeves, tailored champagne-beige wide-leg trousers, and delicate gold jewelry. One hand touches her hair, the other rests on the chair. Rustic wooden table with white coffee cup, croissant, sunglasses, and small green plant; woven straw handbag on chair. Pastel walls, large windows, and hanging pink flowers softly blurred. Soft neutral daylight from an overcast sky, no warm/golden tint, 85mm, f/2, shallow depth of field, DSI.R photography style, photorealistic, high detail, 8K.
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