EEPD: Continuous PPE and Machine Utilization Without Manual Logging
Around heavy bore-machining equipment, a 6-point PPE classifier and a machine-state classifier run continuously in the background — not as a periodic safety walk, but as an unbroken monitoring signal.
What It Actually Detects
6-point PPE verification: helmet, safety goggles, face mask, hand gloves, uniform, safety shoes.
Machine Start/Stop state classification from visual signal alone.
Automated, shift-wise machine utilization reporting generated without any manual logging step.
How It Was Built
Multi-zone industrial IP cameras feed a custom object detection model trained specifically on PPE-item classification across all six required categories simultaneously.
Machine activity state is inferred visually, not from a separate sensor integration — useful where retrofitting machine telemetry isn't practical.
Runs as a 24/7 background process rather than a scheduled check, so the monitoring window has no gaps between shifts.
ASK ABOUT EEPD
Have a specific question about accuracy, training data, or how this would adapt to your environment? Talk to the engineering team directly.