What are the four basic objectives of establishing detection methods?

The four basic goals of detection method are region selection, feature extraction, classifier and target detection algorithm. The selection strategy should be targeted, with high time complexity and redundant windows. Deep learning target detection algorithms (YOLO, SSD, etc. ) Based on the regression method, with YOLO as the representative, only one CNN network is used to directly predict the categories and positions of different targets.