Definition
You Only Look Once — a family of fast, single-pass object detectors widely deployed in real-time video because they balance speed and accuracy well.
YOLO detects all objects in a frame in one forward pass, which makes it fast enough for live video. Successive versions (v8 through v12 and beyond) trade a little architecture for better accuracy and easier export to edge hardware, making YOLO the default production detector for many teams.
Also known as
You Only Look Once, Ultralytics YOLO
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
