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
CCTV monitoring
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 Anticipated Azure’s West Europe 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
AI & Computer Vision in 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
Revolutionize Construction with AI
How We Build Smarter Job Sites If we take a closer look at the construction industry we can definitely see the unprecedented demand, yet let’s admit industry remains at a technological crossroads. As projects grow more complex and safety regulations … Read More
We Transform Logistics with AI
How Artificial Intelligence Can Change the Industry Transforming Logistics with AI The logistics industry has long been the backbone of global trade. Despite its evolution over millennia, it continues to face pressure to enhance efficiency, reduce costs, and minimize errors. … Read More
