Why Structured Gowns Break Virtual Try-On in a Predictable Order Boning first, satin second, tulle last: structured gowns break virtual try-on in a fixed order. See which frames still hold and what to verify in person.
Why the Same Color Reads Differently on Satin, Chiffon, and Crepe One dye lot reads as three colors on satin, chiffon, and crepe. The three mechanisms behind the shift, and the swatch check that settles it.
What a Try-On Image Can and Cannot Predict About Alterations A try-on image shows where a wedding dress will need work, never how much. Learn what visual fit can predict, where it ends, and where measurement starts.
What Bridal Buyers Check in On-Model Photos The on-model frames bridal buyers read as fit evidence: bodice edge, waist seam, skirt drape, hem to floor, and detail scale, plus what each must show.
What AI Product Photography Actually Needs From You: Inputs, Parameters, and What It Can Generate AI product photography can rearrange light, background, model, and pose — but it knows nothing your inputs don't show. The input list and parameter guide.
How Mannequin Pose Decides What Buyers Can See A mannequin pose decides which parts buyers can read. Pose checklists for tops, dresses, and pants: what each angle shows, and what it hides.
Why Sample Rounds Can't Be Generated Away How many sample rounds do you need? Use this per-question inventory to decide which rounds stay physical and which ones digital samples can answer.
How to Write Fit Sample Comments a Factory Can Execute A fit sample review only works if the factory can act on it. Learn the comment format — point of measure, direction, amount — with a template.
How to Work Out How Many Product Images a Listing Needs A question-inventory method for working out how many product images a listing needs: list buyer questions, map each to a frame, then count the frames.
How Construction Callouts Turn a Flat Sketch Into Factory Instructions Construction callouts turn a flat sketch into factory instructions: what to mark, what generated art can't supply, and the checklist that proves it.
What Each Product Image Type Is Responsible For: Splitting Compliance Photos From Persuasion Photos Lifestyle vs studio product photos is a job-assignment question. See what compliance photos owe, what persuasion photos owe, and why one frame fails both.
How to Add Shadows Back After a Cutout A cutout deletes the shadow along with the background. Rebuild it with three consistency checks: light direction, contact darkness, and wrinkle response.
