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Detection, Segmentation & Metrics
Bounding boxes, masks, IoU, and mAP without the hand-waving.
Detection, Segmentation & Metrics
Tasks
- Detection: localize + classify objects
- Segmentation: pixel-level masks (semantic or instance)
Metrics
- IoU: overlap quality of boxes/masks
- mAP: average precision across classes and IoU thresholds
Always inspect failure cases — metrics hide systematic blind spots.
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