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Definition

Garment draping

Garment draping is how fabric falls, folds and gathers once it is on a body. It is what separates a convincing try-on render from a flat cut-out, because drape depends on the fabric’s weight and structure as well as the shape and pose underneath it.

Physical simulation of drape exists and is excellent, but it needs a 3D garment, material parameters and a body mesh — assets a fashion catalogue does not hold and will not build for thousands of SKUs. Generative try-on learns the appearance of drape from examples instead of simulating the physics.

That is why some fabrics render more predictably than others. Structured cotton and knitwear behave consistently and are well represented in training data. Bias-cut silk, sheer layers and heavy unstructured drape have many plausible shapes, and the model has to commit to one.

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