CCloth3D

MULTI-REFERENCE GARMENT RECONSTRUCTION

More references.
More complete product images.

Cloth3D uses multiple photos of the same garment to recover details that one image cannot show—hidden panels, folds, openings, and the back of the garment.

Try Cloth3D free ↗See the difference

Free beta access · 8 credits included · No subscription required

4 views → 1 setOne garment, four referencesMore visible garment information for a more consistent product set.

THE DIFFERENCE

A single photo leaves gaps.
Multiple views fill them in.

Single-image workflows have to infer what is hidden. Cloth3D gives the model more visual evidence first, then creates a consistent product set.

Single-image workflowHidden areas become guesses

A model can cover the side or back. A flat photo can hide depth, openings, and construction details.

Cloth3DMore references, fewer guesses

Front, angled, and back views give the model evidence to complete one garment from more than one side.

Front

Front AI-generated model wearing the navy square-neck dress
Model reference
Front navy square-neck dress with the model removed
Generated product view

Left 45°

Left 45° AI-generated model wearing the navy square-neck dress
Model reference
Left 45° navy square-neck dress with the model removed
Generated product view

Right 45°

Right 45° AI-generated model wearing the navy square-neck dress
Model reference
Right 45° navy square-neck dress with the model removed
Generated product view

Back

Back AI-generated model wearing the navy square-neck dress
Model reference
Back navy square-neck dress with the model removed
Generated product view

One dress, four matching views. AI-generated model references; product results include minor color and label cleanup.

HOW IT WORKS

Simple input. Clear output.

01Upload multiple views

Use front, angled, and back photos of the same garment. They do not need to be perfect.

02Cloth3D compares the evidence

Visible details from one image help explain what another image cannot show.

03Get a consistent product set

Review, download, retry one view, or edit a completed image without changing the original.

FAQ

A few useful details before you start.

How many photos should I upload?

Cloth3D currently works best with four views of the same garment: front, left 45°, right 45°, and back. More visible detail gives the model more evidence.

Do the photos need to be perfect?

No. Use the clearest photos you have, keep the garment fully visible when possible, and avoid mixing different garments in one task.

What happens to my original files?

Your original uploads remain separate from generated results. You can review the output, download it, or edit a completed image without changing the original.

Is this a finished 3D model?

Cloth3D creates consistent 2D product-image views from multiple references. It is designed for product presentation, not for exporting a mesh or garment simulation.

START WITH ONE GARMENT

Give the model more to work with.

Join the free beta and help us improve the workflow with real product photos.

Create a free account ↗