Object Detection Networks
Found 3 free book(s)Relation Networks for Object Detection - CVF Open Access
openaccess.thecvf.comRelation Networks for Object Detection Han Hu1∗ Jiayuan Gu2∗† Zheng Zhang1∗ Jifeng Dai1 Yichen Wei1 1Microsoft Research Asia 2Department of Machine Intelligence, School of EECS, Peking University {hanhu,v-jiaygu,zhez,jifdai,yichenw}@microsoft.com Abstract Although it is well believed for years that modeling rela-
EfficientDet: Scalable and Efficient Object Detection
openaccess.thecvf.comdifficulties in object detection is to effectively represent and processmulti-scalefeatures. Earlierdetectorsoftendirectly perform predictions based on the pyramidal feature hierar-chy extracted from backbone networks [2, 24, 33]. As one of the pioneering works, feature pyramid network (FPN) [20] proposes a top-down pathway to combine multi-scale
SA-NET: SHUFFLE ATTENTION FOR DEEP CONVOLUTIONAL ...
arxiv.orgclassification, object detection, and instance segmentation. There are mainly two types of attention mechanisms most commonly used in computer vision: channel attention and spa- ... branch networks, in which one branch is the identity mapping. SKNets [2] and ShuffleNet families [13] both followed the