Contra - A professional network for the jobs and skills of the futureGenerative Fashion Pipeline for Consistent Faces and Garments
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Generative image and video models don't keep a face: the same woman drifts from one shot to the next, and garments lose the details that make them recognisable. on-model-pipeline generates fashion stills and clips with a fixed cast. 
Ergin's avatar
pro
• 21h
how are you checking the garment at each step?
Arodami's avatar
Each garment has a list of visual checks (colour, cut, buttons…). After every image generation, a vision model checks them and gives pass / fail / unsure, each with a short reason. Fails get a targeted fix and everything is re-checked; unsure ones need a human decision.
Ergin's avatar
pro
• 2h
smart, how often does it land on unsure?
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