Ghost Mannequin Apparel Shots Without the Mannequin
The ghost mannequin look isn't about erasing a form, it's about what the eye reads as a hollow, worn garment — collar depth, shoulder weight, interior shadow.
7 min read
Material Fidelity: Skin, Fabric, and Metal in AI Retouching
Skin, fabric, and metal each fail differently in AI retouching — texture collapse, a weave that ignores the fold, reflections that go flat and dead.
7 min read
PDP Image Sets: The Six Shots Every Listing Needs
A product page is a set, not a hero shot. Six image roles every listing actually needs, and an honest read on which ones AI can generate well.
8 min read
Product Feed Images That Pass Merchant Center
Shopping feeds reject on rules most sellers learn by disapproval notice, plus a scheduled minimum-resolution change worth batch-fixing ahead of the deadline.
7 min read
Pure White Backgrounds That Don't Look Cut Out
RGB 255,255,255 is the easy part. The mask edge and the missing contact shadow are what make a white background read as pasted-on, not clean.
8 min read
Relighting Product Shots: Three Lights, One Instruction
Relighting holds the product still and moves the light — a distinct operation from a regenerate, and the cheapest way to turn one shot into a campaign.
7 min read
Uncrop Without Warping: Extending Backgrounds That Hold Up
Extended edges bend straight lines, duplicate hardware and drift in colour. How much unmasked context to feed a fill model, and where the platform crops anyway.
8 min read
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