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Advanced Virtual Try-On Solution with Real-Time Glasses Erasure for Eyewear Retail

coherentsolutions.com

Retail

Healthcare

Business Challenge

Existing Virtual Try-On (VTO) solutions require customers to remove their prescription glasses for accurate AR visualization, creating a barrier for users who need corrective lenses to see properly during the shopping experience.

About the Client

A globally recognized eyewear retailer operating physical stores and offering premium prescription glasses and sunglasses

Project Goals

Enable real-time glasses erasure and replacement in live video feed
Improve accessibility for visually impaired customers
Enhance AR accuracy across diverse lighting conditions and glasses types
Increase customer engagement and conversion rates

Core System Requirements

Real-time glasses erasure with inpainting technology
Dynamic AR glasses overlay with positional tracking
Adaptive lighting condition compensation
Support for multiple glasses shapes/colors/sizes
30 FPS performance on iOS devices

Technology Stack

Neural network architectures (semantic segmentation, object detection)

ARKit for iOS integration

Custom training pipelines

Inpainting models

System Integrations

Existing VTO asset library
iOS camera API
Cloud-based model training infrastructure

Performance Criteria

Real-time processing at 30 FPS minimum
Lighting condition adaptability
Artifact minimization in inpainting
Cross-device compatibility

Business Impact

Transforms eyewear shopping experience by removing accessibility barriers, driving increased customer engagement, expanding market reach to vision-dependent users, and strengthening brand recognition through technological innovation.