Scaling an AI-based defect detection system Across Multiple Lines
Implementation of an inspection model in a single production line is thrilling. It is like a breakthrough suddenly switches sides, and that which used to pass unnoticed is being intercepted all the time, and good teams are finally seen in a way they never had before. But that excitement can […]
Real-time visual inspection AI: Where Latency Quietly Breaks Everything
For years, visual inspection systems were judged almost entirely on accuracy. Could the system spot a defect, classify an object correctly, and match or outperform human inspectors? Today, that question feels outdated. In modern production environments, accuracy is assumed. What really decides whether a system succeeds or fails is speed. […]
Live CCTV Streaming in Low-Bandwidth Environments: What Actually Works
Live video surveillance looks easy on paper, but practically, as video streaming attempts to happen over low bandwidth connections, the largest bottleneck is almost always the connection itself. Remote construction sites, facilities not located in big cities, warehouses with unstable ISPs, mobile command centres and developing areas often find it […]