Steel tube plant · Band saw line
AI pipe counting at the band saw
AI pipe counting uses computer vision on a plant camera to count every pipe in a batch automatically as it moves along the line. Graeon Netra detects each batch on the roller table, counts the pipes and records the batch — replacing manual tally sheets with a live, auditable count.
Real footage with Graeon Netra running on it. Client names are removed.
What you're seeing
Netra detects each batch on the roller table and counts the pipes in it as it passes the cut line — the live count and batch ID appear on the feed.
Feeds into Graeon ERP: Production and inventory registers
What it changes
- Batch-wise pipe counts without manual tally sheets
- Shift production known in real time
- Count mismatches flagged at the source
Frequently asked questions
Can it count pipes of different sizes?
Models are trained on the plant's own products, so they are set up for the pipe sizes and bundle formats 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 pipe counting to your plant's existing CCTV.