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YOLO (real-time object detection)

Level: Intermediate

The explanation is being written.

Sources and connections are already here. The explanation will say what it is, what it is for and how to do it.

Timeline

2015YOLO: object detection as one regression from full images (Redmon et al.). source
2025YOLOv12: an attention-centric real-time detector (Tian, Ye, Doermann). source

Sources

Redmon, Divvala, Girshick, Farhadi — You Only Look Once: Unified, Real-Time Object Detection (2015) Verified 2026-11-09
Tian, Ye, Doermann — YOLOv12: Attention-Centric Real-Time Object Detectors (2025) Verified 2026-11-09