Missing protective gloves
Detect operators working without protective gloves at the production line.
Missing gloves caught before a hand injury happens
The "Missing protective gloves" scenario detects an operator working without gloves at the production line. Hand protection is essential when handling sharp edges, hot parts and chemicals, and working bare-handed is a frequent cause of cuts and burns.
Automatic detection lets you react the moment an operator's hands appear unprotected in the watched area — before an injury — instead of reconstructing the event from footage afterwards.

Reaction at the moment it happens
A detection raises an alert and andon signal the instant an operator without gloves appears in the watched area.
Configurable zones
You define exactly which workstations require gloves — detection runs only where it matters.
Around-the-clock monitoring
Detection runs continuously, 24/7, with no fatigue or breaks — every shift is covered.
How missing-gloves detection works
Industrial cameras watch the workstation while vision servers run the SAM3 detection model with the prompt "worker hands without protective gloves" at the edge. Every match becomes an event that integration gateways forward to AndonCloud and machine PLCs.
The event turns into an alert, an andon signal, a dashboard entry and a line in a report — with no footage sent to the cloud and no strain on your infrastructure.

Detection at the edge
The model runs locally on the vision server — low latency and no footage streamed off-site.
Andon & PLC integration
A detected event can trigger a light signal, a supervisor notification or an action on a machine controller.
No footage in the cloud
Analysis happens at the edge — only events leave the site, not the video stream.
Example use and privacy
At an assembly cell the camera spots the operator's bare hands and immediately triggers a workstation warning and a supervisor notification, while the event lands in the safety report.
The system recognises the "no gloves" state, not the identity of the person — it performs no biometric identification or face recognition.

No personal identification
Detection is about a state and an object, not personal data — no face recognition.
A full event trail
Every detection is logged with time and workstation, ready for analysis in safety reports.
Ready for safety reports
Every detection lands in a report with time and workstation — ready for safety-trend analysis.
System
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We help your team work more efficiently every day.
Documentation
Customer support
Integrations
FAQ
Frequently asked questions
- An operator working without protective gloves at the production line. The system recognises the "no gloves" state, not the person's identity.
- No. Detection is about a state and an object — there is no biometric identification or face recognition.
- Yes. Detection areas are configurable, so the system reacts only where hand protection is mandatory.
- The event triggers an alert, an andon signal, a dashboard entry and a report line; it can also trigger an action on a machine controller.
- Yes. The model runs at the edge on the vision server, so the reaction happens as the event occurs.
- Standard industrial IP cameras watching the workstation; the image is analysed locally by the vision server.
- No. Analysis happens at the edge — only events leave the site, not the video stream.
- Yes. Integration gateways link events to AndonCloud and PLC controllers — for example a light signal or a notification.
The "Missing protective gloves" scenario detects an operator without gloves at the production line. Hand protection is essential when handling sharp edges, hot parts and chemicals, and working bare-handed is a frequent cause of cuts and burns. Automatic detection helps enforce safety rules at higher-risk workstations.
In the AndonCloud computer-vision pipeline, industrial cameras watch the workstation while vision servers run the SAM3 detection model with the prompt "worker hands without protective gloves" at the edge. Every match becomes an event that integration gateways forward to AndonCloud and machine PLCs — as an alert, an andon signal, a dashboard entry and a line in a report.
For example, at an assembly cell the camera spots the operator's bare hands and triggers a workstation warning and a notification for the supervisor. The system recognises the "no gloves" state, not the identity of the person — it performs no biometric identification or face recognition.
Contact
Contact us
If you have any questions, talk to our expert
We will respond within the next business day
sales@andoncloud.comPhone
Monday - Friday; 9:00 - 17:00
+48 71 340 70 15Marcin Wierzbicki
During the meeting, we will present the product and help you configure the system in your company efficiently and quickly. Our team is at your disposal.
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