AI-Based Safety Monitoring System

Problem

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Objectives

Automate the detection of unsafe behavior and missing protective equipment.

Deliver real-time alerts for immediate intervention.

Generate safety insights for training and preventive action.

Ensure seamless deployment across diverse sites and camera setups.

Challenges

Maintaining detection accuracy under changing lighting and movement conditions.
Differentiating between similar motions, such as bending versus falling.
Achieving low-latency inference for live alerting.
Adapting to multiple site layouts without retraining the model.

Solution

We built a computer-vision-based monitoring platform that tracks activity through existing CCTV feeds.
The AI detects workers, verifies PPE compliance, and identifies unsafe movements like running, falling, or crossing restricted zones.
All alerts are delivered instantly to a central dashboard or edge device, helping teams act before accidents happen.
Over time, the system learns recurring risk zones and suggests preventive measures for improved safety management.

Technologies

Architecture

Camera Feed

Live footage from existing cameras enters the AI pipeline for continuous analysis.

Detection & Tracking:

Models identify and track workers, equipment, and movements.

Risk Classification:

Unsafe activities and PPE violations are classified in real time.

Real-Time Alerts

Supervisors receive immediate notifications for quick intervention.

Dashboard Analytics

Aggregated insights show high-risk areas and recurring safety issues.

Results & Impact

Fewer Accidents

Instant detection and alerts reduced on-site incidents.

Compliance Visibility

Continuous PPE and rule adherence tracking.

Actionable Insights

Data-driven understanding of risk patterns for better training.

Cross-Domain Deployment

Easily applied to factories, warehouses, and construction sites.

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AI-Based Safety Monitoring System

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Summary :

Problem

Problem

Objectives

Challenges

Solution

Technologies

Architecture

Results & Impact

Fewer Accidents

Compliance Visibility

Actionable Insights

Cross-Domain Deployment