identity preservation image prompts

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IMPORTANT: Preserve the original face exactly. Do not change the person's identity, facial structure, face shape, eyes, eyebrows, nose, lips, jawline, skin texture, hairstyle, or any unique facial features. The face must remain 100% identical to the original image. Do not beautify, redesign, regenerate, or alter the face. Only modify the requested elements such as clothing, background, lighting, atmosphere, or style while keeping the original face untouched and realistic. Maintain the exact facial proportions and natural appearance of the person. Use the original face as the reference and apply changes only outside the face area. No face swap, no different person, no AI-generated face replacement, no changes to expression or identity. Composition optimized for a 1:1 aspect ratio.

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Take the face from image 1 and transfer it onto the person in image 2. Keep the face identity, facial features, skin tone, hairstyle and natural appearance from image 1. Adapt the face naturally to match the head position, angle, lighting and perspective of image 2. Preserve the body, pose, clothing, background and composition of image 2. Make the final result look like the person from image 1 was originally photographed in image 2. Create a seamless, realistic, photorealistic result with natural blending. Do not create a different face, do not change facial identity, do not distort facial features, do not alter body proportions, pose, clothing or background. Avoid unnatural blending, mismatched lighting, artificial skin or unrealistic results. Composition optimized for a 1:1 aspect ratio.

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High-fidelity editorial portrait enhancement strictly preserving [subject] identity, precise facial geometry, bone structure, and expression from the reference image. The exact environment, architectural background elements, and framing remain identical. Emulate the visual signature of a full-frame mirrorless camera paired with an 85mm f/1.4 prime lens shot at f/1.6, ISO 100, and 1/200s, delivering authentic shallow depth of field, sharp focal falloff on the eyes, and a neutral color profile. Cinematic lighting upgrade featuring soft directional key light, warm highlights, deep cool shadows, extended dynamic range, enhanced micro-contrast, and smooth tonality without harsh clipping. Rendered with authentic porous skin texture, organic micro-details, subtle analog film grain, and rich contrast. Negative constraints: no background shifts, no plastic skin smoothing, no runway glare, and no facial morphing. Aspect ratio 2:3.

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