Real-Time Tracking of Object Melting Based on Enhanced DeepLab Network

Table 1

Comparison of test results of ASPP module improvement schemes.

Group	Dilation rate	HFS	DSAConv	MIoU/%	Training time hour
1	[6, 12, 18]			74.52	23.85	275.3
2	[6, 12, 18, 24]			74.98	25.62	310.8
3	[6, 12, 18]	√		75.39	27.37	322.4-
4	[6, 12, 18, 24]	√		75.82	30.44	372.0
5	[6, 12, 18]	√	√	75.36	21.45	253.2
6	[6, 12, 18, 24]	√	√	75.62	25.60	312.4