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
WebRTC
Using AI to Improve Airport Safety
Introduction Airports are complex environments where passengers, vehicles, and ground crews operate simultaneously. Ensuring physical safety monitoring and effective risk prevention is essential to reliable operations. Traditionally, CCTV video analytics and standard camera systems were used mainly for observation and … 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
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
WebRTC Video Streaming in AI-powered Calls
In terms of video streaming and calls, our system relies on secure, reliable and platform independent WebRTC technology. It provides great flexibility and resource efficiency of AI powered camera streaming. Let’s take a look at how the WebRTC video streaming … Read More
WebRTC, XMPP, and Computer Vision
DeepXHub RTC (Real-time Communication Architecture) In this blog post, we will cover the architecture of WebRTC (Real-Time Communication) implemented in the DeepXHub platform. How Real-Time Communications (WebRTC) are used in Video Analytics and Computer Vision platform context? RTC (Real-Time Communications) … Read More
