Live Safety Detection
Real-time safety monitoring · Browser AI · No API credits
Start monitoring to view live results.
More Checks Face Mask · Harness · Footwear · Uniform⌄
⚠ Safety footwear is unsupported by the selected models. Uniform colour is only a visual indicator. All AI alerts need human review.
The YOLOv8n PPE model is loading.
YOLO checks safety goggles. An optional separate face model may detect missing eyewear; those alerts require visual review.
Hands AI locates visible palms. Skin-colour evidence is only an indication of a bare hand; uncertain hands are not flagged.
⬡ AI Models Model health & diagnostics⌄
Models automatically load from public Hugging Face repositories when their inspection check is enabled. Only the model files are downloaded; no cloud API, account key, credit usage, or local installation is needed. Video frames stay on your device.
⚙ Advanced Settings Detection sensitivity & options⌄
Independent helmet setting: lower values detect more missing helmets, but may need review.
Separate sensitivity for small eye-protection objects. Lower may cause false alerts.
YOLO NO-Gloves sensitivity. Hand AI is a separate, low-rate hand finder; unknown hands never become violations.
On-screen boxes show violation names only — never confidence percentages. A violation is recorded only once per person track while that person stays in view. Live detections continue; new violations are still detected. Tracks are anonymous and approximate — all AI alerts require human review.