用于实时语义分割的数据高效轻量模型
李宏伟,丁建阳,柴志雷
Data-efficient lightweight model for real-time semantic segmentation
Hongwei LI,Jianyang DING,Zhilei CHAI
表 1
不同模型在ISIC2018数据集上的性能对比
Tab.1
Performance comparison of different models on ISIC2018 dataset
模型
N
p
/10
6
Dice/%
IoU/%
Unet++
[
15
]
9.2
87.78
80.72
Unet
[
16
]
31.2
88.60
81.58
Attention UNet
[
17
]
31.4
88.66
81.68
ConvUNeXt
[
18
]
3.5
89.81
83.19
U-Lite
[
14
]
0.9
90.39
83.63
U-SAM(本文方法)
0.51
90.24
83.70
1.32
90.79
83.90