How do you stop a model’s reference outfit from becoming part of the product ad?

Inventory the reference outfit

Look at the saved model image and name visible garments and accessories. Decide which are irrelevant to the new scene. A reference necklace may be mistaken for a supplied accessory, while a jacket may conceal the shirt you are selling. Do not assume the system will use only the face.

For an illustrative T-shirt campaign, the selected model’s source portrait may show a blazer. The new merchandise source establishes the T-shirt. Write that the blazer is not part of the requested outfit rather than changing the product brief to accommodate it.

Create a role map

The map is useful even when the person is entirely fictional. It clarifies what the buyer should infer from the image and what the generator is being asked to change.

Generate from the garment evidence

In Virtual try-on, select the official or saved model and upload the actual garment. Describe the intended outfit and exclusions. Review whether source clothing remains visible, whether the sold item is hidden and whether accessories imply a bundle.

A selected model reference does not guarantee outfit separation. Itemlume does not provide a pixel-level identity-only extraction control. If carryover remains, choose a simpler reference or a product-only view where appropriate.

Check the ad’s merchandise promise

Read the image with its title and contents explanation. A viewer should identify the sold garment without relying on internal role notes. Keep styling accessories clearly secondary and do not use the reference outfit as evidence about the new garment’s fit.

Use identity/outfit roles for the brief and outfit separation for multi-item scenes. Save the role map with the selected model and garment revision.