I’m not sure if this will help someone but if you are struggling to get your Artist to look real in you image generation here is some parameters that I came up with and it gives me consistent generations and I use Google Gemini to create my images for free:
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Create an ultra-hyper-realistic photography portrait using the uploaded reference image.
Identity preservation (strict):
• Preserve the exact facial structure, bone structure, facial proportions, eye shape, nose shape, lips, and overall identity from the uploaded image.
• Do not morph, slim, reshape, beautify, or alter facial features.
• Match exact skin tone and undertones with complete accuracy.
• Preserve authentic human skin details: visible pores, subtle skin variation, natural texture, faint under-eye texture, realistic depth, tiny imperfections, natural highlights, and slight skin sheen.
• Keep realistic hairline with natural texture.
[WRITE YOUR PROMPT DESCRIPTION HERE]
Camera realism:
Sony A7IV, 35mm lens, shallow depth of field, cinematic luxury-night color grade, realistic dynamic range, natural lens behavior, subtle filmic warmth, black leather reflecting light naturally, visible ribbed fabric texture, authentic skin texture preserved, zero beauty filter, zero airbrushing, editorial luxury lifestyle photography aesthetic.