Object Detection
— Alexi
A practical, end-to-end look at YOLO (You Only Look Once): what it is, why it’s fast, how its pieces fit (backbone → neck → head).
YOLO is a family of single-shot object detectors that predict bounding boxes and class probabilities directly from full images in one forward pass.
It maps an image to dense grid of predictions at multiple scales, trading a bit of accuracy for high speed.