Eye shape, eye color, and exact natural hair characteristics are fully and seamlessly replaced by the user's uploaded reference image, strictly preserving the user's authentic facial identity, hair texture, and look perfectly while adapting to the pose. A full-length photograph capturing the woman from the reference image, maintaining her exact facial identity, hair texture, and smiling expression. She is walking forward on a city rooftop at sunset, with the same expansive Manhattan skyline and river view. She wears the identical flowing, v-neck, cinched-waist bronze-brown chiffon gown, which billows dramatically around her. The pose, including the gentle hand placement and stride, is preserved. The warm, golden light of the setting sun backlights the scene, creating a soft glow on her hair and dress. The image is composed with a 1:1 aspect ratio.