基于自适应增殖数据增强与全局特征融合的小目标行人检测

艾青林,杨佳豪,崔景瑞

Small target pedestrian detection based on adaptive proliferation data enhancement and global feature fusion

Qing-lin AI,Jia-hao YANG,Jing-rui CUI

表 8 实际环境下的检测准确率

Tab.8 Detection accuracy under actual environment

网络模型 AP/% MobileNetV2-SSD 81.13 MobileNetV2-YOLOv3 85.53 MobileNeXt+-GGF 88.26 MobileNeXt+-GGF(自适应数据增强) 90.07