Case Study

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PPE Non-Compliance Detection with Marwiz Vision

Challenge

In workplaces like factories, construction sites, and laboratories, failure to wear Personal Protective Equipment (PPE) can lead to serious injuries, health hazards, and regulatory violations. Conventional CCTV only records violations without notifying supervisors in real time, leaving employees exposed to risk.

Solution

Marwiz Vision’s AI-powered PPE Non-Compliance Detection automatically identifies workers not wearing required safety gear, such as helmets, gloves, masks, or vests. Instant alerts are sent to supervisors, allowing immediate corrective action and improving workplace safety.

Where It Works Best

  • Construction Sites – Ensure helmets, vests, and safety shoes are worn.
  • Factories & Manufacturing Units – Monitor protective gloves, helmets, and eyewear compliance.
  • Laboratories & Healthcare Facilities – Track use of masks, gloves, and lab coats.
  • Warehouses & Logistics – Ensure staff use proper safety gear when handling heavy machinery.
  • Oil & Gas or Chemical Plants – Maintain strict compliance with protective suits and equipment.

Benefits

  • Real-Time Alerts for instant corrective action
  • Enhanced Safety and reduced workplace injuries
  • Regulatory Compliance with safety standards
  • Improved Productivity by enforcing safe practices
  • Seamless Integration with existing CCTV systems for 24/7 monitoring

Fire Detection with Marwiz Vision

Challenge

Fires in industrial plants, warehouses, offices, or public areas spread rapidly and cause massive loss of life, property, and resources. Conventional smoke alarms and CCTV cameras often fail to provide early, actionable alerts, leading to delayed response and higher damage.

Solution

Marwiz Vision’s AI-powered Fire & Smoke Detection continuously monitors live camera feeds to instantly identify flames or smoke. The system generates real-time alerts, enabling emergency teams to respond quickly and minimize damage.

Where It Works Best

  • Factories & Warehouses – Detect sparks, flames, or smoke near machinery and storage areas.
  • Oil & Gas Facilities – Monitor pipelines and storage tanks for fire hazards.
  • Hospitals & Laboratories – Ensure early detection in sensitive environments.
  • Hotels & Malls – Protect guests and staff with proactive fire safety.
  • Public Transport Hubs – Spot smoke or fire in stations, parking areas, or terminals.
  • Residential Complexes – Provide an extra layer of safety beyond alarms.

Benefits

  • Immediate Alerts for quick emergency response
  • Early Detection to prevent large-scale losses
  • 24/7 Monitoring through existing CCTV networks
  • Cost Savings by reducing fire-related damage and downtime
  • Peace of Mind for workers, visitors, and residents

Fall Detection with Marwiz Vision

Challenge

Falls in workplaces, hospitals, or public areas can lead to serious injuries or fatalities. Conventional CCTV only records incidents after they happen, preventing timely assistance and increasing the risk of severe outcomes.

Solution

Marwiz Vision’s AI-powered Fall Detection automatically identifies when a person falls or collapses. Real-time alerts are sent to supervisors or medical personnel, enabling immediate assistance and reducing the impact of accidents.

Where It Works Best

  • Hospitals & Elder Care Facilities – Monitor patients and elderly for sudden falls.
  • Factories & Warehouses – Detect falls of workers near machinery or high-risk areas.
  • Public Spaces & Malls – Identify slips or accidents in crowded areas.
  • Construction Sites – Prevent serious injuries by monitoring elevated work zones.
  • Hotels & Offices – Enhance safety of guests and staff in lobbies, corridors, or stairs.

Benefits

  • Instant Alerts for quick response
  • Reduced Injuries through timely assistance
  • Improved Safety across workplaces and public areas
  • 24/7 Monitoring with seamless CCTV integration
  • Peace of Mind for employees, patients, and visitors

Crane Hook Detection

Challenge

In heavy industries, crane operations pose serious risks. A common challenge is ensuring the crane hook is properly locked and monitoring the surrounding area to avoid accidents. Manual supervision is prone to error, leading to safety hazards.

Solution

Marwiz Vision developed a Crane Hook Detection System . The system checks if the crane hook is securely locked. Once locked, the nearby zone is marked as a restricted area. If anyone enters this zone during operation, an instant alarm is triggered to prevent accidents.

Applications

  • Power plants & heavy industries
  • Warehouses with crane operations
  • Ports & logistics hubs
  • Construction sites

Results & Benefits

  • Enhanced worker safety around cranes
  • Automated real-time monitoring
  • Reduced reliance on manual checks
  • Immediate alerts for quick response

Restricted Area & Line Crossing Detection

Challenge

Industries and warehouses often struggle with unauthorized entry into high-risk zones. Traditional CCTV systems lack real-time alerts, making it difficult to prevent accidents and ensure compliance.

Solution

Marwiz Vision deployed its AI-powered Restricted Area & Line Crossing Detection. The system creates virtual boundaries, detects intrusions instantly, and triggers alarms. It also integrates with existing CCTV, provides dashboard monitoring, and generates compliance reports.

Where It Works Best

  • Industrial plants & power stations
  • Warehouses & logistics hubs
  • Construction sites
  • Airports & transport hubs

Results & Benefits

  • Real-time detection and faster response
  • Reduced accidents and safety breaches
  • Automated compliance reporting
  • Cost-effective, scalable, and customizable

Pipeline Leakage Detection with Marwiz Vision

Challenge

Leaks in pipelines, whether for water, gas, or chemicals, can lead to environmental hazards, operational downtime, and financial losses. Conventional monitoring methods often detect leaks too late, making quick response difficult and costly.

Solution

Marwiz Vision’s AI-powered Pipeline Leakage Detection continuously monitors critical pipeline infrastructure and identifies leaks or unusual flow patterns. Real-time alerts allow maintenance teams to respond immediately, preventing accidents and minimizing losses.

Where It Works Best

  • Industrial Plants – Detect leaks in chemical or manufacturing pipelines.
  • Oil & Gas Facilities – Monitor pipelines for fuel or gas leakage.
  • Water Treatment Plants & Utilities – Prevent water wastage and contamination.
  • Hospitals & Laboratories – Monitor critical pipelines carrying gases or chemicals.
  • Commercial Complexes & Buildings – Detect water or gas leaks in HVAC and plumbing systems.

Benefits

  • Immediate Alerts for fast response
  • Reduced Operational Losses by preventing leaks from escalating
  • Enhanced Safety for staff and surrounding areas
  • 24/7 Monitoring through AI-enabled CCTV integration
  • Cost Savings by minimizing downtime and damage

People Counting Detection with Marwiz Vision

Challenge

Managing crowds and monitoring occupancy is critical for safety, operations, and business insights. Conventional CCTV cannot automatically count people, making it difficult to track footfall, enforce capacity limits, or optimize resource allocation.

Solution

Marwiz Vision’s AI-powered People Counting Detection accurately counts individuals in real time using existing cameras. The system provides instant data, helping managers make informed decisions about crowd management, staffing, and operational efficiency.

Where It Works Best

  • Retail Stores & Malls – Monitor customer footfall and optimize staff deployment.
  • Public Transport Hubs – Track passenger numbers for safety and planning.
  • Offices & Corporate Buildings – Ensure compliance with occupancy limits.
  • Events & Exhibitions – Monitor crowds in real time for safety.
  • Hospitals & Healthcare Facilities – Control crowding in waiting areas.

Benefits

  • Real-Time Data for better crowd and resource management
  • Enhanced Safety by avoiding overcrowding
  • Operational Efficiency through smart insights
  • Seamless Integration with existing CCTV systems
  • 24/7 Monitoring for continuous tracking and reporting

Vehicle Over-Speeding Detection with Marwiz Vision

Challenge

Over-speeding vehicles on highways, industrial premises, or restricted zones increase the risk of accidents, injuries, and damage to property. Conventional CCTV or speed cameras often fail to provide real-time alerts, limiting the ability to prevent accidents before they occur.

Solution

Marwiz Vision’s AI-powered Vehicle Over-Speeding Detection continuously monitors traffic and identifies vehicles exceeding speed limits. Instant alerts are sent to authorities or safety teams, enabling quick intervention and enhanced road safety.

Where It Works Best

  • Highways & Roads – Reduce accidents caused by speeding vehicles.
  • Industrial & Logistics Sites – Monitor trucks and vehicles in loading/unloading zones.
  • Schools & Campuses – Ensure safe speed limits in sensitive areas.
  • Parking Lots & Commercial Complexes – Prevent speeding in confined spaces.
  • Airports & Ports – Monitor vehicle movement in operational zones for safety compliance.

Benefits

  • Real-Time Alerts to prevent accidents
  • Enhanced Safety for drivers, pedestrians, and staff
  • Reduced Damage & Liability from speed-related incidents
  • Seamless Integration with existing CCTV systems
  • 24/7 Monitoring for continuous safety oversight

Camera Tampering Detection with Marwiz Vision

Challenge

Security cameras are the backbone of surveillance, but their effectiveness is often compromised when someone deliberately blocks, shifts, or damages them. Such incidents create blind spots, making it easy for theft, accidents, or misconduct to go unnoticed. Regular CCTV systems only show the tampered feed later offering no real-time prevention.

Solution

Marwiz Vision’s AI-driven Camera Tampering Detection instantly spots suspicious activity such as lens blocking, angle change, or sudden disconnection. The system sends immediate alerts to security teams, allowing them to act before surveillance is lost.

Where It Works Best

  • Banks & ATMs – Detect tampering during theft attempts.
  • Airports & Metro Stations – Safeguard critical zones where tampering could hide suspicious activity.
  • Retail Stores – Stop attempts to block cameras near cash counters or storage rooms.
  • Construction Projects – Ensure cameras remain active for safety compliance.
  • Educational Campuses – Prevent students or outsiders from disabling security feeds.
  • Data Centers & IT Hubs – Maintain strict visibility in sensitive server areas.
  • Smart City Installations – Protect roadside or public-area cameras from vandalism.

Benefits

With real-time alerts and continuous monitoring, Marwiz Vision ensures cameras stay functional and reliable. It reduces the risk of theft, protects assets, and guarantees uninterrupted visibility all while working smoothly with existing CCTV infrastructure.

Face Covered Detection with Marwiz Vision

Challenge

Unauthorized individuals often cover their faces with masks, scarves, or helmets to bypass CCTV monitoring. This makes it difficult for security teams to identify intruders, leading to risks of theft, fraud, or security breaches. Conventional CCTV can only record such incidents but cannot detect or alert in real time.

Solution

Marwiz Vision’s AI-powered Face Covered Detection automatically identifies when a person attempts to conceal their face in restricted areas. The system sends instant alerts to security staff, allowing immediate response and reducing risks of intrusion or misconduct.

Use Cases

  • Banks & ATMs – Detect suspicious individuals attempting theft or fraud.
  • Industrial & Warehouses – Prevent unauthorized access and protect assets.
  • Hospitals & Healthcare – Ensure safety in sensitive areas.
  • Airports & Railway Stations – Spot individuals concealing identity for unlawful activities.
  • Public Spaces & Events – Monitor for potential threats or unlawful activity.

Benefits

Provides real-time alerts, strengthens security and access control, reduces risks of theft or fraud, works with existing CCTV for seamless integration, and ensures 24/7 monitoring for maximum protection.

Garbage Detection with Marwiz Vision

Challenge

Improper waste disposal in public spaces, industrial sites, or commercial areas creates hygiene issues, safety risks, and damages brand image. Traditional CCTV can only record such incidents without real-time action.

Solution

Marwiz Vision’s AI-powered Garbage Detection identifies waste dumping or littering in restricted zones and sends instant alerts to authorities for quick cleanup or corrective action.

Use Cases

  • Cities & Municipalities – Monitor streets and public places for illegal dumping.
  • Industrial & Warehouses – Ensure clean, safe, and compliant work environments.
  • Hospitals & Healthcare – Detect biomedical waste disposal violations.
  • Hotels & Commercial Spaces – Maintain hygiene standards and customer trust.

Benefits

With real-time alerts, Marwiz Vision helps maintain cleanliness, ensures compliance with safety and hygiene standards, reduces cleanup costs, and integrates seamlessly with existing CCTV for 24/7 monitoring.

Phone Usage Detection with Marwiz Vision

Challenge

Unsafe phone use at workplaces or on roads leads to accidents, safety violations, and reduced productivity. Traditional CCTV can’t detect such behavior in real time.

Solution

Marwiz Vision’s AI-powered Phone Usage Detection instantly identifies and alerts when workers, staff, or drivers use phones in restricted or critical areas, enabling immediate corrective action.

Use Cases

  • Industries & Warehouses – Prevent accidents from distracted workers.
  • Road Safety & Logistics – Spot drivers using phones while driving.
  • Hospitals – Restrict phone use in sterile or critical zones.
  • Banks & Offices – Ensure focus and professionalism.

Benefits

Provides real-time alerts, boosts safety and productivity, reduces accidents and costs, and works seamlessly with existing CCTV 24/7.

Animal Detection with Marwiz Vision

Challenge

Stray animals entering warehouses, hospitals, highways, or industrial sites often cause accidents, contamination, and safety risks. Traditional CCTV only records such incidents but fails to provide real-time alerts.

Solution

Marwiz Vision introduced its AI-based Animal Detection system to identify, track, and alert operators the moment an animal enters restricted zones. With real-time monitoring and instant notifications, businesses and authorities can take preventive action before damage occurs.

Where It Works

Marwiz Vision’s Animal Detection can be applied across Industries & Warehouses, Hospitals, Road Safety & Highways, Airports & Railways, Hotels & Commercial Spaces, and Agriculture & Farms, helping prevent intrusions, ensure safety, and avoid costly disruptions.

Results & Benefits

Marwiz Vision provides real-time alerts to boost safety, prevent losses, and cut costs. It integrates easily with existing CCTV and ensures 24/7 monitoring, even at night.