IVY Community Wardrobe: Fashion Tech Platform with Computer Vision
A cross-platform fashion tech platform connecting store owners, attendants, and customers. Built a custom Computer Vision Measurement API using OpenPose to extract body measurements from 2D photos, enabling virtual outfit fitting without physical try-ons. Includes R&D on SMPLX 3D body mesh generation.
Computer Vision
Measurement Method
Cross-Platform
Platform
SMPLX R&D
Body Mesh
The Challenge
Customers could not try on clothes virtually without accurate body measurements.
Manual measurement collection was friction-heavy and inconsistent across store locations.
Multi-role platform needed to serve store owners, store attendants, and customers simultaneously with different access levels.
Real-time inventory tracking across multiple vendor stores was unmanaged.
The Solution
Computer Vision Measurement API
A custom API using OpenPose extracts body measurements from standard 2D photos. Customers submit a photo and receive accurate measurements instantly, enabling virtual fitting without physical presence in the store.
Multi-Role Flutter App
A single Flutter application with role-based access for store owners (inventory and analytics), attendants (stock management and customer service), and customers (browsing, fitting, and ordering).
3D Body Mesh R&D
Research and development on SMPLX 3D body mesh generation to enable photorealistic virtual outfit overlay — laying the groundwork for a full virtual fitting room experience.