基于深度学习的小目标检测与识别

冷佳旭,刘莹

Small Object Detection and Recognition Based onDeep Learning

Jiaxu Leng,Ying Liu

表2 Context-Aware Faster R-CNN在PASCAL VOC 2007测试集上的实验结果

Table 2 Experimental results of Context-Aware Faster R-CNN on PASCAL VOC 2007 test set

方法 基础网络 mAP Faster R-CNN VGG16 73.2 Faster R-CNN Residual-101 76.4 YOLOv2 Darknet-19 78.6 DSSD Residual-101 81.5 Context-Aware Faster R-CNN VGG16 82.1 Context-Aware Faster R-CNN Residual-101 84.8