Computer vision use cases, on real footage
Every use case below shows Graeon Netra on real plant or store footage, with client names removed — with the data flowing into ERP, HRMS and compliance registers.
AI Video Analytics for Retail Stores
Industry overview
Computer Vision for Steel Plants
Industry overview
Steel tube plant · Band saw line
AI pipe counting at the band saw
Graeon Netra counts pipes batch by batch on the roller table using computer vision on existing CCTV — live counts, batch IDs and production data synced to ERP.
Rolling mill · Billet transfer junction
Hot billet tracking across the transfer line
Track every hot billet between caster, reheating furnace and mill with computer vision zones on existing CCTV, with running totals per zone.
Tube plant · Annealing furnace entry
Annealing furnace in-count monitoring
Count every tube charged into the annealing furnace and capture returned pieces automatically with Graeon Netra on existing CCTV.
Billet cutting station
Approved and rejected counting at billet cutting
Vision AI counts approved and rejected pieces at the cutting station by zone, building a live quality tally on existing CCTV.
Tube plant · Push pointing machine
Pipe-by-pipe tracking at push pointing
Detect and number every pipe fed into the push pointing machine, counting approved, rejected and returned pipes automatically.
Steel melt shop · Billet yard
Lane-wise billet counting in the SMS yard
Monitor billet yard lanes as separate zones and count approved and rejected billets per lane with Graeon Netra on existing CCTV.
Steel plant · Induction furnace start
Induction furnace charging monitoring
Record induction furnace charging as it happens with a computer vision zone on the furnace feed — charging events, idle time and counts.
TMT plant · Roughing mill
Hot bar counting through the roughing mill
Follow every hot bar through the TMT roughing mill with computer vision and keep a running count of bars processed per shift.
Manufacturing plant · Production floor
Production floor zone and restricted-area monitoring
Colour-coded machine zones and restricted areas on one camera — Graeon Netra tracks people across zones and alerts on restricted-area entry.
Bright bar inspection station
Unmanned station detection at the inspection line
Get an instant alert when an inspection station is left unattended, with unmanned time measured per shift — vision AI on existing CCTV.
