IDENTITY PRESERVATION INSTRUCTION:
Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while transforming the image into a professional catalog model photograph. Maintain the natural likeness and authentic facial structure throughout the transformation.

TRANSFORMATION DESCRIPTION:
Transform the photo into a high-end fashion catalog model shot with professional studio lighting and polished aesthetics. The subject should appear as a professional model posing for a fashion or e-commerce catalog. Apply subtle professional retouching that enhances the natural beauty while keeping the person recognizable and authentic. The pose should be natural and confident, suitable for fashion retail presentation. Clothing should appear as if it's a professional fashion shoot, with clean lines and proper fit visualization.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic high-end fashion photography with professional studio quality
- Lighting conditions: Professional studio lighting with soft key light, gentle fill light, and subtle rim lighting to create depth and dimension. Lighting should be flattering and commercial-quality
- Color palette: Clean, vibrant, true-to-life colors with professional color grading. Slight cool or warm tone adjustment for commercial appeal while maintaining natural skin tones
- Background treatment: Clean studio backdrop (white, light gray, or neutral solid color) with subtle gradient or professional studio background. Background should be non-distracting and commercial-quality
- Post-processing: Professional retouching with smooth skin texture, refined details, natural-looking results without over-processing
- Overall aesthetic: Clean, commercial, professional, polished yet natural

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with professional depth of field
- Professional quality, commercial photography standards
- Aspect ratio: 3:4 vertical portrait orientation (or 4:5 for magazine style)
- Fine details: Individual hair strands visible, natural skin texture preserved, eyes sharp and clear
- Professional color grading and exposure balance
- Clean edges and natural transitions

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin smoothing, over-processed appearance, harsh shadows, unprofessional lighting, unnatural body proportions, plastic-looking skin, low resolution, pixelation, unnatural colors, harsh contrast, amateur quality, distracting background elements

USER CUSTOMIZATION:
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ADDITIONAL GUIDANCE:
- Keep facial expressions natural and confident
- Maintain authentic hair texture and style
- Ensure proper alignment of facial features with lighting
- Preserve any distinctive characteristics (glasses, facial hair, birthmarks, etc.) if present in original photo
- The result should look like a professional fashion photographer captured the image in a studio setting