Study
Computer Vision · Object detection and YOLO
Detection as boxes plus classes, IoU, non-maximum suppression, YOLO's single-pass grid idea, and running a pretrained torchvision detector on a NASA photo.
- IoU (intersection over union) measures how well two boxes overlap and underlies both training and evaluation.
- YOLO frames detection as one regression pass over a grid, which made real-time detection practical.