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#computer-vision
2 articles
01
2026-08-13
·
CNNs & Image Recognition
·
★ MEMBER
·
PAPER
·
9 min read
Object Detection from Scratch (from YOLO to DETR)
A from-zero guide to object detection: the classic toolkit of two-stage detectors, anchors, and NMS — and how DETR reframed the whole problem to make all of it unnecessary. Primary source: the DETR paper.
02
2026-08-13
·
CNNs & Image Recognition
·
★ MEMBER
·
PAPER
·
8 min read
The CNN Family Tree — From AlexNet to ResNet and EfficientNet
A decade of CNNs told as two campaigns — the race for depth and the race for efficiency. ReLU, residual connections, and compound scaling explained from scratch with metaphors, interactive figures, and code.