基于视觉信息的煤矸识别分割定位方法

杨宇豪,郭永存,李德永,王爽

Segmentation and localization method of coal and gangue identification based on visual information

Yuhao YANG,Yongcun GUO,Deyong LI,Shuang WANG

表 1 添加不同注意力机制的模型性能对比实验结果

Tab.1 Experimental results of model performance comparison with adding different attention mechanisms

模型 AP/% $N_{\mathrm{P}} $/106 FLOPs/109 $N_{\mathrm{L}} $ F1 mAP0.5/% 煤 矸石 ＋CBAM 86.9 85.2 7.7 16.9 257 0.81 86.1 ＋ECA 86.1 84.9 7.0 15.8 229 0.82 85.5 ＋CA 88.0 86.0 8.1 17.4 253 0.82 87.0 ＋SE 87.3 85.7 7.7 16.3 237 0.82 86.5 ＋ESAM 88.4 87.1 7.4 17.2 305 0.83 87.7