Warehouse · Packing station
Carton counting at the packing line
Carton counting uses computer vision on a packing-line camera to detect each box as it is placed and keep a running total. Graeon Netra records the count against the order or batch, so dispatch quantities come from the camera instead of a clipboard.
Real footage with Graeon Netra running on it. Client names are removed.
What you're seeing
Every carton counted as it is placed
Netra detects each box as it is placed on the pallet and shows the running total on the feed.
00:031DetectedNetra picks up the object or person the moment it enters the camera's zone.
00:052Tracked & countedIt follows it through the zone and updates the running count on the feed.
00:083RecordedThe event is logged with its video clip and written into the ERP.
How it works
From the camera into your ERP
- 01Existing cameraWarehouse · Packing station
- 02Netra detectsEvery carton counted as it is placed
- 03Rule & alertThresholds set per zone; the right person is notified on the app or WhatsApp
- 04Written into the ERPDispatch and inventory registers
What it changes
The difference on the floor
- Dispatch quantity from the camera, not the clipboard
- Short or excess packing caught at the station
- Counts recorded against the order
- Runs on the cameras already installed — no new hardware
- Source
- Warehouse · Packing station
- Event
- Every carton counted as it is placed
- Detected by
- Netra AI
- Written to
- Dispatch and inventory registers
- Evidence
- Video clip attached
- Status
- Synced
Frequently asked questions
Answers to the most frequent questions
Does it work with different box sizes?
Models are trained on the site's own cartons, so they are set up for the sizes and packing patterns on your line.
Does it need new cameras?
No. Graeon Netra runs on the plant's existing CCTV. The clip on this page shows Netra on real plant footage.
Where does the data go?
Into Graeon ERP and HRMS modules, kept in step with Tally or Oracle through ready connectors; other systems are connected through our API as a project. Alerts also reach the Netra mobile app, email and SMS.
Built on
Industrial Vision AI
Specialised computer vision for heavy industry and safety
ERP
From enquiry to dispatch, with your shop floor on the phone and your Tally or Oracle kept in step
Computer Vision for Steel Plants
All Graeon solutions for this industry
More use cases
Run this on your own cameras
Book a demo and we'll map carton counting to your plant's existing CCTV.