Jin uses agentic AI and 3D Gaussian Splatting to turn flat-lay garments into cinematic, physics-accurate ramp walks for enterprise retail.
The pipeline
Three agentic stages, each one validated before the next runs.
1{2 "sku": "JKT-4471-BLK",3 "garment": "structured_jacket",4 "fabric": {5 "composition": "wool_blend",6 "weight_gsm": 412,7 "drape_coeff": 0.31,8 "stretch": 0.049 },10 "seams": 14,11 "confidence": 0.987,12 "validated": true13}
Every flat-lay is parsed into a Zod-validated garment schema — fabric weight, drape coefficient, seam map — before a single frame is rendered.
Gaussian Splatting reconstructs the garment as a true volumetric model, not a 2D warp. Every angle is a real angle.
An agentic review loop checks physics, seam alignment and temporal consistency, then re-renders anything below threshold — automatically.
Before / After
Drag to compare the ghost-mannequin source with the Jin render.
