Detection fundamentals

Level 4: Object detection

Coming soon

This page is being written. See the full roadmap for the whole syllabus.

What this chapter will cover

• Bounding box formats
• IoU
• non-maximum suppression
• anchors and priors
• box regression parameterizations
• precision-recall and mAP (COCO and VOC)
• dataset formats (COCO, YOLO, Pascal VOC)