One prompt framework that forces AI upscalers to preserve real skin texture, lighting falloff, and sensor grain instead of smoothing everything into a 3D render.
What's inside
by Divjot Sahni · EZYE Consulting · ezye.com.au
Step 1 — Why Your Upscales Look Fake
AI upscalers default to beauty mode — they smooth pores, flatten lighting, crush contrast
Every shot ends up looking like a 3D render, not a photograph
The problem isn't the tool — it's the input you're giving it
Without directives, the model does what it was trained to do: make things look 'pretty'
Step 2 — The Reality Blueprint
Instead of 'enhance this image' you feed the model a reality blueprint
Skin texture down to visible pores. Lighting direction and falloff.
Focal length and aperture. Sensor grain and micro-contrast.
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