FootfallCam Pro2 2025 vs Pro3
Core Hardware & Architecture Feature Pro2 2025 Pro3 Device Type 3D AI People Counter 3D AI + Edge Analytics Hub Architecture Embedded AI (standalone) Embedded AI + Multi-stream processing Firmware …
Beyond Counting: Understanding Shopper Behaviour with Vision-Language Models (VLM)
Retailers have always sought to understand the subtle human moments that drive conversion — a glance, hesitation, smile, or a decision not to engage. With Vision-Language Models (VLM), these nuances …
Pro2 vs. Centroid: Which One Fits Your Site?
A simple guide to choosing between two FootfallCam deployment options. Why This Matters Both Pro2 and Centroid analyse video and deliver the same analytics layer. The main difference …
Why Simplicity Wins: The Case for Entrance Counters First
In the race to adopt advanced retail analytics, many retailers fall into the trap of trying to do everything at once—full CCTV integrations, AI‑driven shelf tracking, dwell heatmaps, queue predictions, …
Accuracy of the Demographic AI: From Global Models to Local Precision
The Challenge: Retailers want to know not just how many people visit their stores, but who they are—age group, gender, shopper type. Yet demographic AI is notoriously tricky: global …
