基于深度学习的中国第二次冰川编目半自动化更新

王世豪,柯长青,陈军

Semi-automatic Update of the Second Chinese Glacier Inventory based on Deep Learning

Shihao WANG,Changqing KE,Jun CHEN

表3 模型改进前后主要指标对比

Table 3 Comparison of main indicators based on model before and after improvement

模型 训练时间/m 参数数量/个 P/% MIOU/% FWIOU/% Unet 207.52 31 033 416 0.73 0.74 0.93 压缩Unet 98.50 7 760 936 0.83 0.71 0.92