Hygiene · VisionNxt Agent

Floor Cleanliness

Detects spills, debris, and missed cleaning rounds.

RetailHotelHealthcare

Hygienevisionnxt-agent

How it works

Trained on spill, litter, and stain datasets. Flags zones where cleanliness drops below threshold and missed scheduled rounds.

Camera placement

Mounted 3-4m, covering high-traffic walkways and restrooms.

Alert latency

Median <3s from detection to your team via email, Slack, WhatsApp or SMS.

Sample event payload

One JSON event per detection.

{
  "id": "evt_01HX9...",
  "module": "floor-cleanliness",
  "severity": "warning",
  "ts": "2026-06-17T14:22:11.082Z",
  "site_id": "site_42",
  "camera_id": "cam_17",
  "payload": {
      "score": 0.42,
      "type": "spill",
      "area_m2": 0.8,
      "since_clean_min": 86
    }
}

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Often deployed together

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Person Wait Time

Measures queue dwell and triggers SLA breaches.

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Heat Map

Aggregates footfall density by hour and zone.