Shopper State
Idle
aisle empty
Interactions Today
0
Avg Browse Time
0 s
Reach Events
0
product touches
Engagement Score
0 / 100
low
Conversion Hint
—
reach → dwell
📊 Browse Time
dwell (s)presence
💉 Engagement Score
Dwell weight0.31
Reach weight0.18
Live session—
🧩 Reach vs Browse
📱 Zone Snapshot
A
hot zone
0
in aisle
14:20
peak hour
Low
traffic
🔒 Sensor Status
DetectorActive
CSI linkStable
Zones tracked4 (A–D)
Sample rate20 Hz
Modelengage-net v2
📷 Live Presence Signal
20 HzMotion energy0.08
Reach distance— cm
⏱ Engagement Level
Active zonenone
📐 Per-Zone Activity
A–Dzones: A · B · C · D (left → right shelf)
🡒 Reach Frequency
Reaches / min0
🌡 Shelf Zone Heatmap
zone × timerows: zone A · zone B · zone C · zone D
Peak Engagement
87 / 100
at 14:20
Total Reaches
312
today
Reach Rate
38 %
of browsers
Avg Dwell
22 s
per shopper
📅 Engagement by Hour
store hours📐 Browse Time Distribution
🌡 Zone Activity by Hour
4×24🧩 Interaction Type
Browse-only54%
Reach + inspect31%
Pick up15%
📋 Event Log
All
| Time | Event | Severity | Detail |
|---|
🔔 Live Stream
tail🎛 Detection Tuning
68%
Higher sensitivity detects lingering shoppers from farther away.
5 s
55 cm
🔔 Alerts & Reporting
High-engagement alert
Notify staff on sustained reaching
Low-stock inference
Flag repeated reaches, no pickup
Hourly report push
Send engagement summary to dashboard
Anonymous mode
Counts only, no path tracking
📋 Cog Details
DescriptionDetects customer interaction with product shelves including browsing duration, reach events, and engagement scoring.
Events
HardwareESP32-S3
InputCSI presence, motion
Versionv0.8.0 · 22 KB · Medium