Customer Stories

Real-World Field Deployments and Industrial AI Projects

Discover how ISEE Vision AI cameras are deployed across manufacturing, logistics, and energy sites. Each scenario summarizes the setup approach, application area, and measurable impact.

industrial AI camera deploymentedge vision safety systemAI quality inspectionfactory automation analyticsworkplace safety monitoring
Use Case 01AutomotiveTofas

Personnel detection under vehicle lifts in the automotive industry

Helmeted and non-helmeted personnel were detected under a two-post hydraulic vehicle lift.

  • Lift control with real-time output
  • Multi-class object detection
  • Audible and visual alerts

Lift control

Audible warning system

Use Case 02AutomotiveTofas

Welding room door control

Welding machine operations were controlled by counting and tracking helmeted and non-helmeted personnel.

  • Personnel counting
  • PPE control
  • PLC triggering

Welding room entry and exit

Use Case 03AutomotiveTofas

Multi-door cage personnel counting

Personnel entering a robot arm cage with multiple doors were counted and alerts triggered accordingly.

  • Personnel counting inside the cage
  • Multi-camera communication
  • Robot arm control

Robotic arm multiple area camera

Robotic arm multiple area camera

Multiple area interface

Robotic arm multiple area camera

Multiple area interface

Use Case 04Iron & SteelKocaer

Worker safety in the iron and steel industry

Worker safety was ensured in hazardous zones along conveyors and production lines.

  • Real-time hazard detection with alerts
  • Low-latency edge AI processing
  • Integration with existing warning systems

Hand detection

AICAM interface

Camera placement

Use Case 05ChemicalsYigit Aku

Fainted worker detection in the chemical industry

Fainting incidents for lone workers were detected and alarms triggered for rapid response.

  • Fainted worker detection
  • Low-latency alert system

Fainted worker detection

Fainted worker detection

Fainted worker detection

Use Case 06CementBursa Cement

Personnel presence monitoring around crusher, bunker, and silo in a cement plant

Presence monitoring was provided around the crusher feed pit during aggregate transfer.

  • Violation detection and reporting
  • Multi-camera communication
  • Closed-loop monitoring

Hazard zone personnel detection

Hazard zone personnel detection

Hazard zone personnel detection

Use Case 07Iron & SteelHurdacilar

Human presence detection with a scrap crane camera

Human presence was detected under harsh conditions using a moving crane camera.

  • Personnel detection with edge inference
  • Object detection in harsh conditions
  • Instant alert generation

Fixed crane - clear visibility

Fixed crane - challenging visibility

Moving crane - challenging visibility

Use Case 08AutomotiveTredin

Poka-Yoke detection in automotive manufacturing

Presence/absence checks of interior equipment poka-yokes were performed on vehicles.

  • High accuracy
  • Instant PLC triggering
  • Improved quality control process

Poka-Yoke detection

Poka-Yoke detection

Use Case 09PackagingModern Ambalaj

Personnel presence detection in active work areas

Personnel detection was applied across multiple zones within an industrial work area.

  • Personnel detection and classification
  • Instant alert generation
  • Low-latency processing on edge devices

Entry point people counting

Use Case 10Iron & SteelKocaer

Personnel presence detection on conveyor lines

Emergency alerts were triggered when personnel were detected on active conveyors.

  • Real-time hazard detection and alerts
  • Compliance with safety checklists
  • Centralized reporting across sites

Personnel on conveyor

Device interface

Mobile interface

Use Case 11PortDesan

Restricted zone control on a moving crane in a port environment

Detection and reporting were implemented for personnel entering prohibited zones in the crane working area.

  • Real-time hazard detection and alerts
  • Instant and retrospective reporting
  • Restricted zone scanning

Personnel in restricted area

Use Case 12Manufacturing - ProductionTeksan

Blind spot elimination inside a robot cage

The PLC-controlled robot was stopped when personnel were detected inside the cage.

  • Blind spot elimination
  • Personnel presence detection inside the cage
  • PLC integration

Cage interior installation

Use Case 13Manufacturing - ProductionEgger

Forklift and personnel detection for a freight elevator

Elevator door control was applied when forklifts or personnel were detected.

  • PLC integration
  • Multi-class object detection
  • Freight elevator violation detection

Elevator detection interface

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