Category: Industry applications
Process anomaly detection in warehouses: methods overview
Mastering anomaly detection: Concepts, anomaly detection methods and algorithms Anomaly detection describes the process of identifying unusual patterns or deviations in operational streams. In logistics and production settings, anomaly detection helps teams spot errors, safety risks, and inefficiencies before they escalate. First, define what a normal process looks like. Then, monitor for deviation from that […]
Vehicle detection and classification in warehouses
Warehouse environments for vehicle detection Warehouse operations rely on fast decisions, and vehicle detection plays a central role in daily workflows. Warehouses often host Automated Guided Vehicles (AGVs), manual forklifts, pallet jacks, and other movers. These vehicle types operate in tight aisles and near human workers, and so safety and throughput matter equally. For safety, […]
AI Detection for Object Left-Behind in Warehouses
ai and computer vision for warehouse safety AI and computer vision now form the backbone of modern warehouse safety programs. First, AI processes video streams to find anomalies quickly. Second, computer vision models classify items, people, and vehicles so teams can act fast. This mix helps to enhance safety while it improves operational efficiency. For […]
Real-time people counting in warehouses
people counting system: Foundation for Accurate Headcounts in Warehouses A people counting system collects and reports the number of people in a warehouse at any given moment. It combines sensors, software, and dashboards to deliver real-time counts and operational insight. Warehouse managers use these counts to manage staff, enforce occupancy, and improve throughput. In practice, […]
AI crowd detection/density monitoring in warehouses
Crowd detection: ensuring safety in warehouse operations Warehouses combine people, vehicles, and moving machinery in tight spaces, and so managers must monitor activity to ensure safety and efficiency. Real-time crowd detection systems help teams prevent collisions, reduce slips, and keep evacuation routes clear. For example, overcrowding contributed to roughly 60% of crowd-related accidents at large […]
Forensic Search in Warehouses: Secure Evidence
warehouse and forensic environments: Layout, zones and risks In a busy warehouse the environment defines how investigators work. First, define the warehouse as an investigative environment by mapping its floor plan, workflows and high traffic areas. Next, identify key zones such as receiving, STORAGE SPACE, bulk storage and DISPATCH. Also, note specialized areas like cold […]
Violence and aggression detection in warehouse surveillance
Understanding workplace violence and aggression in warehouses Workplace violence covers a range of harms: physical assaults, verbal abuse, intimidation and threats. For warehouse teams, the pace, heavy workloads and close human-machine interaction raise the risk of verbal abuse and occasional physical violence. For example, studies report that up to 60% of warehouse workers experience verbal […]
Loitering detection in warehouses with AI video analytics
loiter Risks: Why Lingering Matters in Warehouses Loiter in a warehouse means someone stays in a specific area without a clear work task. In practice, that can look like a person lingering near a loading bay, hanging by an entrance, or someone who stays in a defined area longer than expected. Such pauses can signal […]
Intrusion detection in warehouses: warehouse security system
Importance of warehouse security in modern warehouse operations Warehouses are often the storage hubs for valuable assets, and so they face real risks from theft, sabotage, and cyber attacks. For operators, ensuring the safety of inventory and records is a top priority. As a result, the importance of warehouse security rises with scale. Modern warehouse […]
AI weapon detection in warehouses
detection system, detection technology and detector for warehouse security Warehouses present broad floors and many entry points. Therefore, a robust detection system must combine sensors, cameras, and alert channels. Also, operators need a clear rule set to reduce false alarms and speed up response. The core components are simple to name: cameras that stream video, […]
