YOLO (You Only Look Once)

YOLO (You Only Look Once) is a real-time object detection method that recognizes multiple objects within an image or video frame quickly and accurately. It processes the entire image in a single pass, dividing it into a grid and simultaneously predicting object locations and their categories. Unlike traditional approaches that analyze parts of an image separately, YOLO treats detection as a single, end-to-end process, enabling rapid detection suitable for applications like autonomous vehicles and surveillance. Its efficiency balances speed with accuracy, making it popular for tasks requiring immediate understanding of visual data.