The crew spends the first forty minutes of the shift looking for a lift that somebody moved on Friday. When teams cannot quickly locate resources, operations slow down, and overall productivity suffers. DXHub→ offers a centralized platform that seamlessly connects … Read More
Objects detection
AI-Powered Working Zone Management
Understanding Challenges on Worksites By the time a zone falls behind schedule, the reason it fell behind happened two days ago, and nobody wrote it down. Without clear visibility, tasks can fall behind, and productivity declines. Standard tracking methods, such … Read More
Autonomous Mining for Safety and Control
Smarter Mining Operations Every mining safety system is really designed around a single scene, a haul road at night, in dust, with a light vehicle somewhere between two loaded haul trucks. AI video surveillance now provides real-time visibility across complex … Read More
AI Traffic Cameras in Practice
What Athens put into operation Athens began operational deployment of AI traffic cameras in January 2026. The system detects speeding and red-light violations and routes evidence through an automated chain: detection on video, plate reading, and case assembly. The deployment … Read More
Intelligent Airport Baggage Tracking
Introduction Modern airport baggage operations demand visibility, speed, and reliability to keep luggage moving efficiently. As passenger volumes increase and operations become more complex, airports need advanced AI-powered baggage monitoring systems, an integrated airport baggage handling system, and an enterprise … Read More
Why Crowd Control Is Critical in Airports
Introduction Airports manage thousands of passengers every hour, making effective crowd control and risk prevention a core part of airport operations. Traditionally, CCTV systems and video surveillance AI within camera security systems for business were used mainly for observation and … Read More
AI Video Analytics for Construction Site Safety
Introduction Construction sites are high-risk environments where accidents can happen in seconds. For years, CCTV systems were used mainly to review incidents after they occurred. Yet injuries remain common – around 50,000 construction workers suffer non-fatal injuries each year in … Read More
Froth Flotation Finally Turned Into Data
The Logic Translating video into process metrics. The surface of a flotation bank provides key indicators of air rate, reagent regime, and hydrodynamics. Computer vision transforms these pixel-based cues into actionable numbers, ensuring continuous and deterministic monitoring without the need … Read More
Event Based Video Analytics That Enhances Detection Accuracy
Summary of the research A recent arXiv paper on surveillance video accident detection uses transformer architectures (with motion cues like optical flow) to reason across sequences, not just frames. Instead of asking “is there a car in this frame?”, the … Read More
How Digital-Physical AI Is Changing Vision and Robotics
What “Digital-Physical AI” means in practice Digital-Physical AI is an approach where real-world sensor data (cameras, lidar, IMUs, microphones) is continuously connected with simulation and cloud-scale training to build AI systems that don’t just perceive, but also decide and act … Read More