SSD (Single Shot Multibox Detector) is one of the most successful object detectors for its high accuracy and fast speed. However, features from shallow layer (mainly Conv4_3) lack semantic information, resulting in poor performance small objects. In this paper, we proposed DDSSD (Dilation Deconvolution Single Detector), an enhanced with a novel feature fusion module which can improve over detec...