Summary
Smartphone-based computer vision and augmented reality analyzed physical retail shelves in real time. The system digitized shelf conditions to detect out-of-stocks, measured compliance, and assessed share of shelf. Edge AI and automated recognition reduced manual effort while enabling immediate in-store actions. Aggregated dashboards provided SKU-level visibility for retailers and consumer goods brands.