FLUX.2 Klein 9B + SAM3 + GhostMannequin LoRA

What it is

• A pipeline where SAM3 segments clothes from a person image, then Flux.2 Klein 9B Edit with a Ghost Mannequin LoRA regenerates the garment as an invisible‑body “ghost mannequin” product image.​

Key features

• Uses SAM3 to precisely mask only the clothing region so the face and background are ignored.

• Ghost Mannequin LoRA transforms worn clothes into clean, hollow 3D garment renders (neck/inside filled, body removed).​

• Flux.2 Klein 9B Edit provides high‑quality fabric detail, lighting, and realism suitable for product photography.

Best use cases

• Turning model photos into catalog‑ready ghost mannequin images without reshooting garments on special mannequins.​​

• E‑commerce product pages needing consistent, body‑free clothing shots from existing lifestyle/model imagery.

• Batch conversion of fashion shoots into standardized ghost‑mannequin assets for lookbooks and marketplaces.