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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

2013R-CNN: convolutional networks applied to region proposals for object detection (Girshick et al.). source
2015YOLO: object detection as a single regression problem (Redmon et al.). source

Sources

AIMA 4th ed., § 25.5 Verified 2026-11-09
Girshick, Donahue, Darrell, Malik — Rich feature hierarchies for accurate object detection and semantic segmentation (2013) Verified 2026-11-09
Redmon, Divvala, Girshick, Farhadi — You Only Look Once: Unified, Real-Time Object Detection (2015) Verified 2026-11-09