FootfallCam Centroid

Outdoor Street Counting

• Measure Pedestrian Volume - Measure the usage of public facilities such as walk-way, pedestrian crossing or footbridge by traffic volume in order to improve or build new infrastructure in high-traffic areas as part of the planning in smart city
• Measure Public Facility Usage - Measure the usage of public transportation to make informed infrastructure decisions such as improved bus routes or bigger shelters at popular locations

Vehicle counting/ License Plate Recognition

• Replace Sporadic Counting - Act as road paradox to identify root cause of the inevitable traffic congestion in the city core
  • Diversion planning for peak hours
  • Analyse the traffic density, especially in mega cities, for future city planning.
• Monitor Car Park - It provides real-time occupancy, utilisation analytics, and allows Big Data Benchmarking with industrial parking data.

Empty Shelf Detection

• Stock Replenishment
  • Identify the shelf out-of-stock with image processing.
  • Generate an automated notification alert for store managers.
• Enhance Customer Experience
  • Reduce customer frustration based on out-of-stock information and data on fast-selling items.
  • Allows the system to forecast item demand.

Skeleton Tracking

Answering managerial concerns based on data-driven metrics and analysis.

• Product Engagement Analysis - By combining human motion tracking with product location, it is able to conduct product engagement analysis in multi-level such as area level, shelf level as well as product level.
• Pose and Behaviour Tracking - To optimise human detection and differentiate from other objects with features such as shoulders, elbows, hands and knees.