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
CCTV monitoring
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
Could AI Have Prevented Azure’s Thermal Event?
What actually happened Between roughly 17:00 UTC on 5 November and 02:25 UTC on 6 November, Microsoft flagged service disruption in West Europe after a thermal event – an in-datacenter temperature rise tied to cooling trouble. Microsoft’s preliminary post-incident note … Read More
How AI and Computer Vision Transform Retail Security
Retail security is undergoing a transformation. Traditional CCTV cameras and reactive monitoring are no longer enough to safeguard stores, customers, and assets. AI, computer vision, and intelligent AI agents are shaping the future of retail security – turning surveillance into … Read More
Facial Recognition in Healthcare: A Comprehensive Analysis
Curious how the facial recognition and video‑analytics ideas in this article translate into practice? Explore them in a safe sandbox and pressure‑test governance approaches with DeepXHub. Create a free account. I. Executive Summary Imagine a healthcare system that’s smarter, safer, … Read More
Transforming Energy Industry with AI
DeepX’s AI to change the Gas and Oil Sector The gas and oil sector, often called “the blood of industry” has always operated in a high stakes setting where sustainability, efficiency, and safety are essential. Nowadays businesses started using artificial … Read More
Introducing DXHUB platform for complete situational awareness
Imagine being able to pause time on your construction or industrial site — zoom in on details, rewind actions, and understand what truly happened. That’s what DXHub offers: complete situational awareness powered by AI. Whether you’re managing safety, workflows, or … Read More
Transforming the Mining Industry with AI
How DeepX Changes the Workflow For centuries, mining has been the heartbeat of industrial progress. Miners—the fearless, unsung heroes—have always faced dangerous working conditions. Today, the industry confronts mounting challenges: rising operational costs, stringent safety regulations, and increasing pressure to … Read More
