Context
In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and efficiency. Businesses need a smart, automated solution to manage both.
Our Solution
We developed an AI-powered monitoring system with two core capabilities:
People Counting
- Multiple cameras at store entrances/exits.
- Real-time human detection using YOLOv3.
- Daily, weekly, and monthly visitor analytics.
Mask Detection
- Customized YOLOv5 model to detect mask usage.
- Trained on large datasets with 95%+ precision and recall.
- Works both on cloud and edge devices like NVIDIA Jetson Xavier.
Benefits
- Fully automated customer traffic reporting.
- Ensures compliance with health regulations.
- Reduces labor costs for in-store monitoring.
- Enables data-driven operational decisions.
