Application Case: AI Video Surveillance with Edge Computing on Construction Sites

Construction sites are often high-risk workplaces with challenges such as improper worker behaviors, equipment misuse, and uncontrollable environmental factors, which frequently lead to safety incidents, financial losses, and management difficulties for companies. Traditional monitoring systems, which rely heavily on cloud processing, suffer from data delays and high operational costs, making them unable to meet the diverse demands of complex construction-site environments in real-time.

Red Zebra’s AI Video Surveillance Edge Computing Solution

Red Zebra’s independently developed AI video surveillance edge computing solution is specifically designed for high-risk construction sites. By deploying edge computing boxes, it offers localized data processing and multi-algorithm support, delivering a real-time and efficient comprehensive monitoring and management system.

Case Overview

Project Name：Safety Management Enhancement Plan for a Large-Scale Construction Site

Objectives

1. Reduce construction-site safety incidents, enhancing personnel and equipment safety.

2. Provide 24/7 real-time monitoring to identify risks during critical construction phases.

3. Optimize management costs by reducing cloud storage and analysis expenses.

4. Ensure compliance with regulatory requirements for construction-site safety monitoring.

System Deployment and Use Cases

1.Real-Time Worker Behavior Monitoring

With AI algorithms, the system locally analyzes in real-time whether workers violate safety protocols, such as not wearing helmets, not fastening safety belts, or entering restricted high-risk zones.

Upon detection, the system generates instant alerts and records video footage for management review.

2.High-Altitude Work Monitoring and Alerting

The system, enabled by edge computing, quickly analyzes worker activities in high-altitude zones, identifying abnormal behaviors (e.g., climbing or unstable postures) and promptly triggering alert mechanisms.

The edge computing box integrates multiple video streams to comprehensively oversee operations in various site locations.

3.Equipment Safety and Operation Monitoring

The system combines sensor data with video streams to monitor the operating status of heavy machinery (e.g., cranes or excavators), identifying fatigue operations or equipment overload issues.

This feature effectively prevents major accidents caused by equipment failure or operator errors.

4. Intelligent Worker Distribution Management

Ensures that workers remain within their designated zones, detecting unauthorized entries or clustering in non-working areas.

By generating heatmaps, it assists project managers in analyzing worker distribution and optimizing resource allocation.

Results and Impact

90% Reduction in Safety Incidents

Effective detection and alerting of infractions drastically reduced accident rates within the construction zone.

80% Decrease in Cloud Transmission Costs

Localized data processing minimized reliance on cloud storage, transmitting only critical data, significantly reducing bandwidth and hardware expenses.

100% Compliance Achieved

Fully adhered to construction-site safety regulations, enabling the company to pass government audits and build a professional reputation.

70% Boost in Real-Time Management Efficiency

Management staff responded faster to incidents with real-time monitoring and automated reporting, streamlining workflows significantly.

Why Choose Red Zebra?

1.Leading Edge Computing Expertise

Industry-leading AI algorithms and hardware expertise, dedicated to creating solutions for high-risk industries.

2.Flexible Multi-Scenario Applications

Multi-algorithm and multi-path support tailored to diverse site demands, such as worker behavior, equipment monitoring, and zone management.

3. Cost-Effective and Efficient Performance

Localized data processing optimizes costs while ensuring millisecond-level real-time processing.

4. Free Sample Trial

Offers free sample edge computing boxes (cost refundable upon bulk order), enabling clients to experience the solution with low risk.

Contact Us

Red Zebra is committed to providing intelligent monitoring solutions for construction sites, ensuring operational safety and efficiency. Contact us now to request a free sample and embark on your journey toward smarter safety management!