ML//Multimodal//YOLO

- You Only Look Once: real-time object detection in a single forward pass — no region proposals.

You Only Look Once: real-time object detection in a single forward pass — no region proposals.

Redmon et al. (2016). Now up to YOLOv11, lineage fragmented across maintainers post-v5.

Still the default for real-time production: robotics, surveillance, autonomous driving.

DETR (transformer-based) catches up academically but YOLO dominates deployment.