Container yard count
Ports, depots and haulage yards want to know how full a stack or yard is through the day without a person walking it, and to catch movements outside working hours.
Timed capture. Generative AI counts 22 containers, four more than at the start of the shift, within the yard's working limit. Logged.
A timed capture. No PIR or radar involved; every frame is uploaded and read by generative AI.
On a timer the camera captures the stack and every frame is uploaded. Generative AI counts the containers and reads any visible IDs. The count is charted; rules on occupancy, or on any change outside working hours, raise the alert.
- Wake
- Timer only; PIR and radar off
- Schedule
- Capture every hour in working hours, every 2 hours overnight. Every frame is uploaded.
- On the camera
- None. Counting needs every frame, so nothing is filtered on the camera.
- Your criterion
Count the containers in the stack and read any container IDs you can see. Note any vehicles or people.
Written in plain English. The model reads every escalated frame against it.- Alert rule
count.containers > 26 OR (count changed AND time between 18:00 and 06:00) · hold-off 30 min- Who is told
- Push to the yard supervisor; daily occupancy report by email; webhook to the yard management system.
- Evidence kept
- Hourly counts and IDs kept as a time series; frames kept for 90 days.
MachairanowCount is 20, down from 22 at 18:00. Two containers removed after the gate closed.
A readable account of what triggered it, with the frame attached. No feed to watch, no captures to trawl through.