Missing-Label-Detection.With imperfect bounding box annotation, 30% of missing labels in this project, normal detection method like YOLOv5 doesn’t achieve a relatively good result. In our project, we use COCO dataset. And we greatly eliminate the negative influence on missing labels by using a modified loss function and dynamic weight.