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
WebRTC
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
