Portrait — natural cleanup for production photography

Targets temporary defects — glare, blemishes, lint — while keeping the person as the reference. Similarity checks flag risky changes for operator approval.

How it works

The allowed cleanup set: even out harsh lighting patches, reduce visible pimples, clear mucus or crust near nose/eyes, remove eyeglass reflections, clean obvious dirt on clothing. Pixel similarity against the source is checked — drops below the bar get flagged as possible hallucination rather than shipped.

Who it's for

On-model and lifestyle faces for ecommerce and production shoots that need a fast, consistent defect pass before publish.

Produced by Fokalabs · Grenoble · Silicon Valley · Shoot less. Ship more.