How to prepare garment photos for AI virtual try-on imagery

Make the garment easy to understand

Photograph the item without heavy folds hiding its outline. Use even light and a plain background. Make the collar, sleeves, hem, closures and pockets visible. A subtle print or embroidered mark needs a separate sharp detail if the main photograph cannot show it clearly.

Do not mix sizes or colorways in the same request unless the brief clearly defines the authoritative item. A navy jacket and a black jacket may look similar in thumbnails, but combining them can produce an invented variant. Keep front and rear views consistent with the same garment.

Build a useful reference set

The workbench accepts up to six garment images. More images are not automatically better; use them to resolve specific uncertainty. Select a model separately so the garment evidence and person appearance are not confused.

Create one simple test before scene variations

1. Open Virtual try-on and upload the garment images.
2. Choose a suitable official or personal model if the scene needs a person.
3. Start with a clean studio scene and a useful full or medium framing.
4. Generate the selected image and compare the garment with your source views.
5. Only then explore additional scenes.

Enter any important factual construction details in the requirements. Avoid asking for styling that conceals the feature you need to sell. A hand over the fastening or hair covering the collar can make a visually pleasing image less useful as a product asset.

Check construction before approving the person

Count buttons, inspect pocket placement, compare neckline and hem shapes, and examine the print’s scale and orientation. Check whether the fabric has been transformed into a different texture. A confident pose does not compensate for an inaccurate item.

Then review hands, contact, proportions and pose. Keep the result’s use clear: it is an illustration of the garment on a generated model. It cannot establish sizing, stretch, comfort or exact drape for a real customer. Use measurements and normal product information for those purchasing decisions.