Surveillance Edge Computing Made in China
pengbin226@126.com
English中文(简体)
by Transposh - translation plugin for wordpress

Case Studies

» Case Studies

AI Edge Computing for Absence Detection: Tailored Solutions for Multi-Scenario Applications

2024 年 12 月 15 日

In scenarios where personnel presence is required, unauthorized absences often pose safety risks and reduce management efficiency. Through AI video surveillance edge computing technology, we can achieve real-time detection of human figures in images while combining preset parameters such as “post zones,” “timeout thresholds,” and “on-duty personnel count” to precisely monitor whether personnel have left their post. When the number of on-duty personnel falls below the defined value for a specified duration, the system automatically triggers an “absence alert,” enabling managers to respond quickly and take action. However, this is only a limited part of what the edge computing box can achieve. We also provide customized single-scenario optimization tailored to our client’s specific requirements. Whether it’s industrial production, construction sites, retail environments, or medical settings, we can develop a solution that meets your unique scenario, maximizing management efficiency and safety. Contact Red Zebra today to design an optimized absence detection solution for your needs!

Product Background

In high-risk job environments or roles requiring constant patrolling, personnel presence is key to ensuring safe and efficient operations. Many industries face challenges from unauthorized absences, which can lead to safety risks, reduced efficiency, or economic losses. Traditional monitoring systems struggle to promptly detect such absences, and manual supervision expenses remain high. Red Zebra’s AI Edge Computing Box deploys advanced local AI algorithms to offer millisecond-level unauthorized absence detection, catering to diverse scenarios and enabling real-time management reinforcement for businesses.

Use Scenarios and Cases

1. Industrial Manufacturing: Equipment Risk Prevention

Scenario Description: In large-scale assembly lines, safety personnel are required to stay near hazardous machinery to monitor its operational state. Unauthorized absences can lead to equipment failures or unresolved safety incidents.

Key Benefits:The edge computing box analyzes video streams in real-time, triggering alerts when an absence exceeds predefined thresholds and notifying management personnel on their mobile devices.

 

2. Construction Sites: Ensuring Safety Compliance

Scenario Description:Tower cranes and excavator operation zones require stationed personnel to oversee and manage safety activities. Absences can increase the risk of accidents.

Key Benefits:The Red Zebra box allows for defining “critical zone rules” to detect and analyze personnel position anomalies. It logs incidents of extended absences for later audits and managerial insights.

 

3. Retail and Commercial Spaces: Front Desk or Cash Counter Security

Scenario Description:In retail spaces, shopping malls, or banks, absences at cash counters or reception desks can compromise asset security, such as missed customer interactions or potential thefts.

Key Benefits:The edge computing box tracks the presence of cashiers or receptionists in real time, triggering alerts for absences and immediately notifying floor managers to ensure quick action.

4. Transport Industry: Command and Public Transport Monitoring

Scenario Description:Absences at critical roles, such as airport control towers, station command rooms, or bus drivers, may result in service interruptions or public safety issues.

Key Benefits:The system monitors critical personnel in real-time. If unauthorized absences are detected during operational hours, the box analyzes multi-stream videos, triggers alerts, and records anomalous behavior data.

5. Healthcare: Caretaking and Emergency Roles

Scenario Description: In hospitals, caretakers’ absences can cause lapses in patient care, and emergency room staff absences may lead to delayed medical services.
Key Benefits: With real-time edge computing analysis, the system operates across multiple care or ER stations, alerting dispatch or management to resolve unattended posts.

Red Zebra’s AI video surveillance edge computing box offers advanced unauthorized absence detection capabilities. No matter how complex your business scenarios are, it helps optimize management and reduce risks. Contact us now to request a free sample!

CATEGORY AND TAGS:
Case Studies

Maybe you like also