Article series

Intelligent Video Analytics

3 articles in this series

Full Inteligent Video Analytics (IVA) stack. The series talks about cameras, networking, image processing, deep learning, VMS, edge computing, safety, end-to-end design and deployment/MLOps

AI Computer Vision

Turning Pixels Into Something the AI Can Eat

Episode 1 got clean pixels out of the camera. Episode 2 moved them across the network without choking it. Now we arrive…

July 28, 2026 24 min read 23 views

AI Architecture Computer Vision Networks

The Network Behind the Cameras

Episode 1 got clean pixels out of the camera. Now we have to move them. This article is about the unglamorous plumbing…

June 29, 2026 15 min read 30 views

AI Architecture Computer Vision

CCTV in 2026: From Dumb Cameras to Intelligent Sensors

Before any AI can be clever, the camera has to capture something worth analyzing. This opener to the Intelligent Video Analytics series…

June 12, 2026 16 min read 29 views