尺度和密度约束下基于YOLOv3的风电塔架遥感检测方法

陈静, 陈静波, 孟瑜, 邓毓弸, 节永师, 张懿

Detection of wind turbine towers in remote sensing based on YOLOv3 model under scale and density constraints

CHEN Jing, CHEN Jingbo, MENG Yu, DENG Yupeng, JIE Yongshi, ZHANG Yi

表1 YOLOv3与改进算法检测精度对比

Tab.1 Detection accuracy of YOLOv3 and our model

模型 P R F1值 YOLOv3 0.94 0.84 0.89 YOLOv3+anchor优化+网络深度压缩 0.95 0.94 0.95