Use case · AI clothes changer
Swapping an outfit is trivial. Keeping the same recognizable person while the wardrobe changes is the real test. We moved a saved character into a completely different look to check.
socialAF research pipeline
What we ran
A saved character swapped from athletic wear into a tailored winter coat and scarf, in a new outdoor scene, while staying the same person, at 2 credits.
We put Nova in a camel winter coat on an autumn street, a wardrobe and setting far from her usual activewear studio frames. The outfit changed completely and she was still clearly the same person.
How to reproduce·generate_image with the saved Nova character. Prompt gist: tailored camel winter coat and scarf on an autumn street, 4:5.
01
The point of a clothes changer is that the person stays and the outfit changes. Before generating, be clear that identity is the constant and wardrobe is the variable.
With a saved character, the identity is locked by the reference set, so you can change the clothes freely.
02
We asked for a tailored camel coat and scarf on an autumn street, a deliberate jump from athletic wear in a studio. The further the new look, the better the test.
2 credits, character model, single call.
03
Check that the person still reads as the same individual after the wardrobe swap. In our run the face held cleanly under the new coat and setting.
If identity slips on an extreme change, add more reference angles so the face is anchored harder.
04
Batch several outfits for the same character to build a seasonal wardrobe. One character in many looks beats many characters in one look each, because it stays recognizable.
FAQ
Yes. With a saved character the identity is locked, so we swapped Nova into a winter coat and she stayed the same person.
We jumped from studio activewear to a tailored coat on a street and the face held. Extreme changes benefit from more reference angles.
2 credits on the standard character model.
Yes. Batch several outfits on the same character to create a recognizable wardrobe library.
Yes. With a saved character the identity is locked, so you can swap wardrobe freely and the face stays the same individual.
We jumped from studio activewear to a tailored winter coat and the face held. Extreme changes benefit from more reference angles to anchor the identity.
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