Production Monitoring with Computer Vision: Downtime, Cycle Time and OEE

Camera-based production monitoring for lines where manual logs miss the short stops.

5 min readBy the Hype Vision engineering team

OEE = Availability × Performance × Quality. Manual data collection usually captures long stops but misses short ones, which makes performance losses invisible. Cameras can measure what actually happens at each station.

What cameras can measure

  • Running and stopped intervals, including micro-stops
  • Cycle time per unit or batch
  • Output counts per station and shift
  • Station staffed or unattended

Older machines without PLC data

Where machines have no accessible data interface, camera-based measurement provides running state and output without wiring or retrofitting controllers.

Feeding OEE

Camera data covers availability and performance directly. Quality usually comes from inspection results or existing systems and can be combined via API.

Solution pages: production line monitoring, product counting and workstation analytics.

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Frequently asked questions

Do stop reasons come from the cameras?

Cameras show when and where a stop happened; reason codes may still come from operators or existing systems.