Object detection is an image segmentation technique,and it combines the goal of segmentation and identification.Generally speaking,object detection is supposed to point out the objects in a given image or video,including the objects' class,position and bounding box.Object detection has been researched and applied very widely in different fields,such as smart transportation system,video surveillance,military target detection,biomedical science,and so on.In the complex application scenarios,the objects' scale...