CNF Rear Geometry
Vicente Master Mold v4.0
First AI-adaptive, parametric, multi-pose, multi-material rear-geometry model. Evolves with new cohort data, patterns, and materials.
Multi-Pose Mesh Set
v4.0 includes 12 poses covering daily denim behavior:
- Neutral
- Walking
- Seated
- Hip-hinge
- Squat-initiation
- Step-up
- Forward-lean
- Backward-lean
- Stair-descent
- Stair-ascent
- Lunge-initiation
- Twist-pose
Each pose stores SMPL-X body mesh, cloth mesh, tension map, distance field, and curvature profile.
Parametric Geometry Engine
v4.0 introduces parametric sliders for Levi's engineers:
- Projection scale
- Curvature scale
- Rise curvature
- Yoke angle
- Waistband tension
- Thigh ease
- Seat ease
- Denim stiffness
- Stretch percentage
AI-Adaptive Layer
A transformer-based model continuously updates tension predictions, cloth-body distance fields, seam displacement, and comfort scores as new cohort data streams in.
What v4.0 Enables
- Test patterns on real human geometry before cutting fabric.
- Simulate movement-based tension across 12 daily poses.
- Tune patterns with empirical feedback, not mannequin guesswork.
- Validate comfort, structure, and rear support across motion.
- Reduce returns and improve cohort fit accuracy.