The Simple Math Behind Object Detection. Notes

It’s just 4 picture-notes describing simple math needed to represent coordinates in their center-size fractional form, cropping images, and calculate some metrics (precision, recall, intersection over union) for the object detection task.

Fig. 1. Center-Size Coordinate

Fig. 2. Object Detection Metrics

Fig. 3. IoU

Fig. 4. IoU, Implementation