Tutorial
AI virtual fitting
Virtual fitting turns a flat garment reference into an on-body render, so you can see how a style reads on a figure before you commit to a sample. In SpecForm OS it runs as a quick action from the same reference you use for the rest of the pack.
What virtual fitting shows you
A flat or a folded product shot tells you what a garment is, not how it sits on a body. Virtual fitting closes that gap early. It renders the garment on a figure so you can judge the things that only read on-body: proportion, length, volume, and how a detail like a collar or a hem actually falls.
It is a decision tool, not a fit sample. You use it to catch a silhouette that is off before you spend money cutting cloth, and to show a collaborator or a buyer how a style will look without waiting on a photoshoot.
How to run a virtual fitting in SpecForm OS
Virtual fitting is a quick action, so it takes a reference and returns an on-body render in one step:
- Start from a garment photo, a flat, or an existing SpecForm OS style.
- Run the Virtual Fitting quick action.
- SpecForm OS renders the garment on a figure, front and back.
- Review the proportion and styling, then regenerate or refine if something reads off.
- Keep the render with the style so it sits alongside your flats and pack.
Where it fits in your workflow
Virtual fitting sits early, in the decision phase, before you build the full pack or brief a sample. Use it to sanity-check a silhouette, to compare two directions on the same body, or to give a non-technical stakeholder something they can react to.
It does not replace a physical fit session on a real sample. It removes the guesswork that used to sit between a flat sketch and the first time anyone sees the garment on a figure.
FAQ
Common questions
What is virtual fitting in fashion?
Virtual fitting renders a garment on a figure from a digital reference, so you can see how it looks on-body before making a physical sample. It is used to check proportion, length, and styling early, and to communicate a design without a photoshoot.
Does virtual fitting replace a real fit sample?
No. A virtual fitting is a visual decision tool for proportion and styling, not a substitute for a physical fit session on a real garment. It helps you catch obvious silhouette problems early so the physical samples you do commission are closer to right.
What do I need to run a virtual fitting?
A single garment reference: a photo, a flat, or an existing SpecForm OS style. The Virtual Fitting quick action renders it on a figure, and every output stays editable and regenerable, so you can iterate until the proportion reads correctly.
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