This example illustrates the idea. Results depend on the model, settings and your inputs.
Prompt text
Use the uploaded photo as the identity reference. Preserve the person's recognizable facial geometry, age, natural skin tone, eye color, distinctive features and original hair length. Keep gender presentation and body proportions unchanged. Change only the staging, clothing, surroundings, lighting and treatment described below. Retain pores and natural asymmetry; do not reshape or cosmetically idealize the face.
Create a photorealistic vertical 4:5 chest-up portrait photographed through rain-covered glass at night. Turn the body slightly, show the face in three-quarter view and direct the gaze toward the camera. Add a dark coat and a few damp strands at the temples, adapting the styling to the original hair length. Keep the visible eye sharp behind a relatively clear patch of glass; nearby droplets are slightly defocused.
LIGHTING: narrow cyan illumination from one side, a subdued magenta rim from the other and weak neutral fill to retain believable skin color. Deep navy background with large soft city-light bokeh, without readable signs. Water trails are irregular and on the glass only, never resembling tears.
Restrained teal and wine palette, deep shadows, gentle bloom around bright droplets and moderate ISO 800 film grain. No acid colors, plastic skin, duplicated facial features, text, logos or watermarks.