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AI & Data
PPE Safety Detection
Real-time compliance monitoring
At a glance
- Discipline
- AI & Data
- Key features
- 4 delivered
- Screens
- On request
PythonYOLOv8OpenCVStreamlitDeep Learning
AI & DataPPE Safety Detection
Overview
A computer vision system that detects missing helmets and vests in live video using YOLOv8 and OpenCV.
The system monitors video streams for workplace safety violations, detecting personnel and protective equipment in real time.
Spatial association algorithms map each detected PPE item to the right person's bounding box, so violations are attributed accurately.
Key features
- 01YOLOv8 detection on real-time video
- 02Spatial association of PPE to personnel
- 03Helmet and vest violation alerts
- 04Streamlit monitoring interface
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