YOLO (You Only Look Once) is a family of real-time object detection models that can identify and locate multiple objects in a single pass through a neural network. Version 8 brings significant improvements in accuracy and speed.
At Informatica Systems, YOLOv8 powers the Roaya CCTV-to-cloud AI platform, detecting anomalies in real-time across multiple surveillance streams.
YOLOv8 is particularly valued for its balance of speed and accuracy — it can run on edge devices while maintaining detection quality suitable for production deployments.